2020.10.19 Learning papers

 

10-20-2020

Pushing the Limits of Semi-Supervised Learning for Automatic Speech Recognition
by Yu Zhang et al

10-21-2020

Logistic QQ-Learning
by Joan Bas-Serrano et al

10-22-2020

An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
by Alexey Dosovitskiy et al

10-22-2020

Learning Invariances in Neural Networks
by Gregory Benton et al

10-21-2020

Contrastive Learning of General-Purpose Audio Representations
by Aaqib Saeed et al

10-20-2020

Runtime Safety Assurance Using Reinforcement Learning
by Christopher Lazarus et al

10-22-2020

Batch Exploration with Examples for Scalable Robotic Reinforcement Learning
by Annie S. Chen et al

10-21-2020

A Wigner-Eckart Theorem for Group Equivariant Convolution Kernels
by Leon Lang et al

10-22-2020

In Search of Robust Measures of Generalization
by Gintare Karolina Dziugaite et al

10-20-2020

SDF-SRN: Learning Signed Distance 3D Object Reconstruction from Static Images
by Chen-Hsuan Lin et al

10-20-2020

Complete Multilingual Neural Machine Translation
by Markus Freitag et al

10-22-2020

CoinDICE: Off-Policy Confidence Interval Estimation
by Bo Dai et al

10-21-2020

NU-GAN: High resolution neural upsampling with GAN
by Rithesh Kumar et al

10-22-2020

Identifying Learning Rules From Neural Network Observables
by Aran Nayebi et al

10-21-2020

Learning Loss for Test-Time Augmentation
by Ildoo Kim et al

10-21-2020

Complex data labeling with deep learning methods: Lessons from fisheries acoustics
by J. M. A. Sarr et al

10-21-2020

One Model to Reconstruct Them All: A Novel Way to Use the Stochastic Noise in StyleGAN
by Christian Bartz et al

10-20-2020

Local Knowledge Powered Conversational Agents
by Sashank Santhanam et al

10-20-2020

A Survey on Deep Learning and Explainability for Automatic Image-based Medical Report Generation
by Pablo Messina et al

10-21-2020

Emformer: Efficient Memory Transformer Based Acoustic Model For Low Latency Streaming Speech Recognition
by Yangyang Shi et al

10-21-2020

Towards End-to-End Training of Automatic Speech Recognition for Nigerian Pidgin
by Daniel Ajisafe et al

10-21-2020

Rethinking pooling in graph neural networks
by Diego Mesquita et al

10-21-2020

Riemannian Langevin Algorithm for Solving Semidefinite Programs
by Mufan Bill Li et al

10-22-2020

On the Power of Deep but Naive Partial Label Learning
by Junghoon Seo et al

10-22-2020

Planning with Submodular Objective Functions
by Ruosong Wang et al

10-22-2020

Deep Learning is Singular, and Thats Good
by Daniel Murfet et al

10-20-2020

Image-Driven Furniture Style for Interactive 3D Scene Modeling
by Tomer Weiss et al

10-20-2020

SoccerMap: A Deep Learning Architecture for Visually-Interpretable Analysis in Soccer
by Javier Fernández et al

10-20-2020

Iterative Amortized Policy Optimization
by Joseph Marino et al

10-21-2020

MicroNets: Neural Network Architectures for Deploying TinyML Applications on Commodity Microcontrollers
by Colby Banbury et al

10-21-2020

Improving Generalization in Reinforcement Learning with Mixture Regularization
by Kaixin Wang et al

10-22-2020

A Framework for Contrastive and Generative Learning of Audio Representations
by Prateek Verma et al

10-20-2020

Sparse Gaussian Process Variational Autoencoders
by Matthew Ashman et al

10-21-2020

Germans Next Language Model
by Branden Chan et al

10-21-2020

What is Wrong with Continual Learning in Medical Image Segmentation?
by Camila Gonzalez et al

10-22-2020

Transcription Is All You Need: Learning to Separate Musical Mixtures with Score as Supervision
by Yun-Ning Hung et al

10-20-2020

Bootleg: Chasing the Tail with Self-Supervised Named Entity Disambiguation
by Laurel Orr et al

10-21-2020

Deep Learning for Distinguishing Normal versus Abnormal Chest Radiographs and Generalization to Unseen Diseases
by Zaid Nabulsi et al

10-21-2020

WaveTransformer: A Novel Architecture for Audio Captioning Based on Learning Temporal and Time-Frequency Information
by An Tran et al

10-22-2020

Similarity Analysis of Self-Supervised Speech Representations
by Yu-An Chung et al

10-21-2020

Class-Conditional Defense GAN Against End-to-End Speech Attacks
by Mohammad Esmaeilpour et al

10-21-2020

Visual Navigation in Real-World Indoor Environments Using End-to-End Deep Reinforcement Learning
by Jonáš Kulhánek et al

10-20-2020

Towards End-to-End In-Image Neural Machine Translation
by Elman Mansimov et al

10-21-2020

Self-Supervised Contrastive Learning for Efficient User Satisfaction Prediction in Conversational Agents
by Mohammad Kachuee et al

10-22-2020

TLGAN: document Text Localization using Generative Adversarial Nets
by Dongyoung Kim et al

10-22-2020

An Industry Evaluation of Embedding-based Entity Alignment
by Ziheng Zhang et al

10-22-2020

Optimising Stochastic Routing for Taxi Fleets with Model Enhanced Reinforcement Learning
by Shen Ren et al

10-22-2020

Improving BERT Performance for Aspect-Based Sentiment Analysis
by Akbar Karimi et al

10-21-2020

BERT for Joint Multichannel Speech Dereverberation with Spatial-aware Tasks
by Yang Jiao

10-21-2020

DPD-InfoGAN: Differentially Private Distributed InfoGAN
by Vaikkunth Mugunthan et al

10-20-2020

Asynchronous Edge Learning using Cloned Knowledge Distillation
by Sang-ho Lee et al

10-21-2020

Learning Curves for Analysis of Deep Networks
by Derek Hoiem et al

10-22-2020

Defense-guided Transferable Adversarial Attacks
by Zifei Zhang et al

10-22-2020

Lightweight Generative Adversarial Networks for Text-Guided Image Manipulation
by Bowen Li et al

10-22-2020

AdapterDrop: On the Efficiency of Adapters in Transformers
by Andreas Rücklé et al

10-21-2020

FastEmit: Low-latency Streaming ASR with Sequence-level Emission Regularization
by Jiahui Yu et al

10-22-2020

Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge Graphs
by Hongyu Ren et al

10-21-2020

QISTA-Net: DNN Architecture to Solve ℓqℓq-norm Minimization Problem and Image Compressed Sensing
by Gang-Xuan Lin et al

10-21-2020

Trajectory Prediction using Equivariant Continuous Convolution
by Robin Walters et al

10-21-2020

Anomaly Detection for Multivariate Time Series of Exotic Supernovae
by V. Ashley Villar et al

10-22-2020

Rethinking Evaluation in ASR: Are Our Models Robust Enough?
by Tatiana Likhomanenko et al

10-21-2020

Recurrent neural network-based volumetric fluorescence microscopy
by Luzhe Huang et al

10-22-2020

Once-for-All Adversarial Training: In-Situ Tradeoff between Robustness and Accuracy for Free
by Haotao Wang et al

10-21-2020

Shedding Light on Blind Spots: Developing a Reference Architecture to Leverage Video Data for Process Mining
by Wolfgang Kratsch et al

10-21-2020

Learning Occupancy Function from Point Clouds for Surface Reconstruction
by Meng Jia et al

10-21-2020

Kwame: A Bilingual AI Teaching Assistant for Online SuaCode Courses
by George Boateng

10-22-2020

Confidence Estimation for Attention-based Sequence-to-sequence Models for Speech Recognition
by Qiujia Li et al

10-20-2020

BYOL works even without batch statistics
by Pierre H. Richemond et al

10-21-2020

Performance Prediction for Convolutional Neural Networks in Edge Devices
by Halima Bouzidi et al

10-22-2020

Calibrated Language Model Fine-Tuning for In- and Out-of-Distribution Data
by Lingkai Kong et al

10-21-2020

Probabilistic Numeric Convolutional Neural Networks
by Marc Finzi et al

10-22-2020

Factorized Neural Processes for Neural Processes: KK-Shot Prediction of Neural Responses
by R. James Cotton et al

10-22-2020

Rewriting Meaningful Sentences via Conditional BERT Sampling and an application on fooling text classifiers
by Lei Xu et al

10-23-2020

Learning to Dispatch for Job Shop Scheduling via Deep Reinforcement Learning
by Cong Zhang et al

10-20-2020

SOrT-ing VQA Models : Contrastive Gradient Learning for Improved Consistency
by Sameer Dharur et al

10-21-2020

Ultra-low power on-chip learning of speech commands with phase-change memories
by Venkata Pavan Kumar Miriyala et al

10-21-2020

Learning Black-Box Attackers with Transferable Priors and Query Feedback
by Jiancheng Yang et al

10-21-2020

Removing Bias in Multi-modal Classifiers: Regularization by Maximizing Functional Entropies
by Itai Gat et al

10-21-2020

Learning to Summarize Long Texts with Memory Compression and Transfer
by Jaehong Park et al

10-21-2020

Deep Neural Networks Are Congestion Games: From Loss Landscape to Wardrop Equilibrium and Beyond
by Nina Vesseron et al

10-21-2020

Optimal Off-Policy Evaluation from Multiple Logging Policies
by Nathan Kallus et al

10-20-2020

Robust Constrained Reinforcement Learning for Continuous Control with Model Misspecification
by Daniel J. Mankowitz et al

10-22-2020

slimIPL: Language-Model-Free Iterative Pseudo-Labeling
by Tatiana Likhomanenko et al

10-20-2020

Synthesis of COVID-19 Chest X-rays using Unpaired Image-to-Image Translation
by Hasib Zunair et al

10-22-2020

CycleGAN-VC3: Examining and Improving CycleGAN-VCs for Mel-spectrogram Conversion
by Takuhiro Kaneko et al

10-21-2020

Mixed-Precision Embedding Using a Cache
by Jie Amy Yang et al

10-21-2020

Amnesiac Machine Learning
by Laura Graves et al

10-22-2020

Detecting and Exorcising Statistical Demons from Language Models with Anti-Models of Negative Data
by Michael L. Wick et al

10-21-2020

Deep learning based registration using spatial gradients and noisy segmentation labels
by Théo Estienne et al

10-20-2020

Boosting Gradient for White-Box Adversarial Attacks
by Hongying Liu et al

10-21-2020

Quantum Deformed Neural Networks
by Roberto Bondesan et al

10-22-2020

Motion Planner Augmented Reinforcement Learning for Robot Manipulation in Obstructed Environments
by Jun Yamada et al

10-22-2020

Conditional independence by typing
by Maria I. Gorinova et al

10-22-2020

Bilinear Fusion of Commonsense Knowledge with Attention-Based NLI Models
by Amit Gajbhiye et al

10-20-2020

Action-Conditional Recurrent Kalman Networks For Forward and Inverse Dynamics Learning
by Vaisakh Shaj et al

10-20-2020

Learning Disentangled Phone and Speaker Representations in a Semi-Supervised VQ-VAE Paradigm
by Jennifer Williams et al

10-21-2020

A Short Note on the Kinetics-700-2020 Human Action Dataset
by Lucas Smaira et al

10-20-2020

BiST: Bi-directional Spatio-Temporal Reasoning for Video-Grounded Dialogues
by Hung Le et al

10-20-2020

The Need for Standardized Explainability
by Othman Benchekroun et al

10-20-2020

Neural Approximate Sufficient Statistics for Implicit Models
by Yanzhi Chen et al

10-22-2020

Noise2Same: Optimizing A Self-Supervised Bound for Image Denoising
by Yaochen Xie et al

10-20-2020

On Benchmarking Iris Recognition within a Head-mounted Display for AR/VR Application
by Fadi Boutros et al

10-21-2020

N-ODE Transformer: A Depth-Adaptive Variant of the Transformer Using Neural Ordinary Differential Equations
by Aaron Baier-Reinio et al

10-20-2020

Counterfactual Explanations for Machine Learning: A Review
by Sahil Verma et al

10-22-2020

Self-alignment Pre-training for Biomedical Entity Representations
by Fangyu Liu et al

10-20-2020

Negotiating Team Formation Using Deep Reinforcement Learning
by Yoram Bachrach et al

10-21-2020

Data augmentation as stochastic optimization
by Boris Hanin et al

10-21-2020

Stronger Transformers for Neural Multi-Hop Question Generation
by Devendra Singh Sachan et al

10-20-2020

American Sign Language Identification Using Hand Trackpoint Analysis
by Yugam Bajaj et al

10-22-2020

LaSAFT: Latent Source Attentive Frequency Transformation for Conditioned Source Separation
by Woosung Choi et al

10-20-2020

Learning to Learn Variational Semantic Memory
by Xiantong Zhen et al

10-21-2020

UFO22: A Unified Framework towards Omni-supervised Object Detection
by Zhongzheng Ren et al

10-23-2020

Option Hedging with Risk Averse Reinforcement Learning
by Edoardo Vittori et al

10-21-2020

ReSCo-CC: Unsupervised Identification of Key Disinformation Sentences
by Soumya Suvra Ghosal et al

10-22-2020

MixCon: Adjusting the Separability of Data Representations for Harder Data Recovery
by Xiaoxiao Li et al

10-20-2020

VarGrad: A Low-Variance Gradient Estimator for Variational Inference
by Lorenz Richter et al

10-20-2020

Coherent Hierarchical Multi-Label Classification Networks
by Eleonora Giunchiglia et al

10-20-2020

Deep Reinforcement Learning in Lane Merge Coordination for Connected Vehicles
by Omar Nassef et al

10-21-2020

A Level-wise Taxonomic Perspective on Automated Machine Learning to Date and Beyond: Challenges and Opportunities
by Shubhra et al

10-20-2020

ENSURE: Ensemble Steins Unbiased Risk Estimator for Unsupervised Learning
by Hemant Kumar Aggarwal et al

10-20-2020

Claw U-Net: A Unet-based Network with Deep Feature Concatenation for Scleral Blood Vessel Segmentation
by Chang Yao et al

10-22-2020

Model identification and local linear convergence of coordinate descent
by Quentin Klopfenstein et al

10-20-2020

Preventing Personal Data Theft in Images with Adversarial ML
by Thomas Cilloni et al

10-20-2020

Two-Stage Generative Adversarial Networks for Document Image Binarization with Color Noise and Background Removal
by Sungho Suh et al

10-22-2020

Machine Learning-Based Early Detection of IoT Botnets Using Network-Edge Traffic
by Ayush Kumar et al

10-20-2020

FishNet: A Unified Embedding for Salmon Recognition
by Bjørn Magnus Mathisen et al

10-20-2020

Quality of service based radar resource management using deep reinforcement learning
by Sebastian Durst et al

10-20-2020

BERT2DNN: BERT Distillation with Massive Unlabeled Data for Online E-Commerce Search
by Yunjiang Jiang et al

10-21-2020

Convex Polytope Trees
by Mohammadreza Armandpour et al

10-20-2020

SCOP: Scientific Control for Reliable Neural Network Pruning
by Yehui Tang et al

10-21-2020

Learning Integrodifferential Models for Image Denoising
by Tobias Alt et al

10-22-2020

Backdoor Attack against Speaker Verification
by Tongqing Zhai et al

10-21-2020

Black-Box Ripper: Copying black-box models using generative evolutionary algorithms
by Antonio Barbalau et al

10-22-2020

Accelerating Reinforcement Learning with Learned Skill Priors
by Karl Pertsch et al

10-22-2020

Self-training and Pre-training are Complementary for Speech Recognition
by Qiantong Xu et al

10-21-2020

Knowledge Distillation for Improved Accuracy in Spoken Question Answering
by Chenyu You et al

10-21-2020

Network topology change-point detection from graph signals with prior spectral signatures
by Chiraag Kaushik et al

10-21-2020

On Information Asymmetry in Competitive Multi-Agent Reinforcement Learning: Convergence and Optimality
by Ezra Tampubolon et al

10-20-2020

Provenance Graph Kernel
by David Kohan Marzagão et al

10-20-2020

Leveraging SLIC Superpixel Segmentation and Cascaded Ensemble SVM for Fully Automated Mass Detection In Mammograms
by Jaime Simarro et al

10-21-2020

Contextualized Attention-based Knowledge Transfer for Spoken Conversational Question Answering
by Chenyu You et al

10-21-2020

Neural Networks for Entity Matching
by Nils Barlaug et al

10-21-2020

On Explaining Decision Trees
by Yacine Izza et al

10-21-2020

PBoS: Probabilistic Bag-of-Subwords for Generalizing Word Embedding
by Zhao Jinman et al

10-20-2020

CoRT: Complementary Rankings from Transformers
by Marco Wrzalik et al

10-20-2020

Integrating LEO Satellites and Multi-UAV Reinforcement Learning for Hybrid FSO/RF Non-Terrestrial Networks
by Ju-Hyung Lee et al

10-20-2020

AutoBSS: An Efficient Algorithm for Block Stacking Style Search
by Yikang Zhang et al

10-20-2020

Micro CT Image-Assisted Cross Modality Super-Resolution of Clinical CT Images Utilizing Synthesized Training Dataset
by Tong Zheng et al

10-20-2020

Replacing Human Audio with Synthetic Audio for On-device Unspoken Punctuation Prediction
by Daria Soboleva et al

10-20-2020

Towards Maximizing the Representation Gap between In-Domain \& Out-of-Distribution Examples
by Jay Nandy et al

10-20-2020

Quantum circuit architecture search: error mitigation and trainability enhancement for variational quantum solvers
by Yuxuan Du et al

10-22-2020

Object-Attribute Biclustering for Elimination of Missing Genotypes in Ischemic Stroke Genome-Wide Data
by Dmitry I. Ignatov et al

10-20-2020

Tilting at windmills: Data augmentation for deep pose estimation does not help with occlusions
by Rafal Pytel et al

10-21-2020

Sentence Boundary Augmentation For Neural Machine Translation Robustness
by Daniel Li et al

10-20-2020

Tight Second-Order Certificates for Randomized Smoothing
by Alexander Levine et al

10-20-2020

On the Global Self-attention Mechanism for Graph Convolutional Networks
by Chen Wang et al

10-20-2020

Reinforcement Learning for Optimization of COVID-19 Mitigation policies
by Varun Kompella et al

10-23-2020

Primal-Dual Mesh Convolutional Neural Networks
by Francesco Milano et al

10-21-2020

Predicting Human Decision Making in Psychological Tasks with Recurrent Neural Networks
by Baihan Lin et al

10-21-2020

Beyond English-Centric Multilingual Machine Translation
by Angela Fan et al

10-22-2020

Neural Network-based Acoustic Vehicle Counting
by Slobodan Djukanović et al

10-22-2020

Robust Audio-Based Vehicle Counting in Low-to-Moderate Traffic Flow
by Slobodan Djukanović et al

10-22-2020

Deep Reinforcement Learning with Stacked Hierarchical Attention for Text-based Games
by Yunqiu Xu et al

10-20-2020

Towards an Automatic Analysis of CHO-K1 Suspension Growth in Microfluidic Single-cell Cultivation
by Dominik Stallmann et al

10-23-2020

Population Gradients improve performance across data-sets and architectures in object classification
by Yurika Sakai et al

10-20-2020

Human-Paraphrased References Improve Neural Machine Translation
by Markus Freitag et al

10-20-2020

Safety Verification of Model Based Reinforcement Learning Controllers
by Akshita Gupta et al

10-20-2020

On Application of Block Kaczmarz Methods in Matrix Factorization
by Edwin Chau et al

10-21-2020

Stacking Neural Network Models for Automatic Short Answer Scoring
by Rian Adam Rajagede et al

10-20-2020

Interpretable Deep Learning for Automatic Diagnosis of 12-lead Electrocardiogram
by Dongdong Zhang et al

10-21-2020

I-nteract 2.0: A Cyber-Physical System to Design 3D Models using Mixed Reality Technologies and Deep Learning for Additive Manufacturing
by Ammar Malik et al

10-21-2020

TeX-Graph: Coupled tensor-matrix knowledge-graph embedding for COVID-19 drug repurposing
by Charilaos I. Kanatsoulis et al

10-20-2020

Text Classification of COVID-19 Press Briefings using BERT and Convolutional Neural Networks
by Kakia Chatsiou

10-21-2020

Meta-trained agents implement Bayes-optimal agents
by Vladimir Mikulik et al

10-20-2020

Knowledge Distillation in Wide Neural Networks: Risk Bound, Data Efficiency and Imperfect Teacher
by Guangda Ji et al

10-22-2020

Language Models are Open Knowledge Graphs
by Chenguang Wang et al

10-20-2020

On the Adversarial Robustness of LASSO Based Feature Selection
by Fuwei Li et al

10-22-2020

Theory-based residual neural networks: A synergy of discrete choice models and deep neural networks
by Shenhao Wang et al

10-21-2020

GFL: A Decentralized Federated Learning Framework Based On Blockchain
by Yifan Hu et al

10-21-2020

Precise Statistical Analysis of Classification Accuracies for Adversarial Training
by Adel Javanmard et al

10-21-2020

A Distributional Robustness Certificate by Randomized Smoothing
by Jungang Yang et al

10-22-2020

MTGAT: Multimodal Temporal Graph Attention Networks for Unaligned Human Multimodal Language Sequences
by Jianing Yang et al

10-22-2020

Probabilistic Circuits for Variational Inference in Discrete Graphical Models
by Andy Shih et al

10-22-2020

A novel auction system for selecting advertisements in Real-Time bidding
by Luis Miralles-Pechuán et al

10-22-2020

Sequence-to-sequence Singing Voice Synthesis with Perceptual Entropy Loss
by Jiatong Shi et al

10-21-2020

Decentralized Deep Learning using Momentum-Accelerated Consensus
by Aditya Balu et al

10-20-2020

Optimal Subarchitecture Extraction For BERT
by Adrian de Wynter et al

10-20-2020

Implicit recurrent networks: A novel approach to stationary input processing with recurrent neural networks in deep learning
by Sebastian Sanokowski

10-21-2020

Maximum Mean Discrepancy is Aware of Adversarial Attacks
by Ruize Gao et al

10-21-2020

A Multi-Componential Approach to Emotion Recognition and the Effect of Personality
by Gelareh Mohammadi et al

10-23-2020

Learn Robust Features via Orthogonal Multi-Path
by Kun Fang et al

10-20-2020

Automating Abnormality Detection in Musculoskeletal Radiographs through Deep Learning
by Goodarz Mehr

10-22-2020

Knowledge Graph Embedding with Atrous Convolution and Residual Learning
by Feiliang Ren et al

10-20-2020

Data-driven Identification of 2D Partial Differential Equations using extracted physical features
by Kazem Meidani et al

10-20-2020

Promoting High Diversity Ensemble Learning with EnsembleBench
by Yanzhao Wu et al

10-20-2020

Limiting Behaviors of Nonconvex-Nonconcave Minimax Optimization via Continuous-Time Systems
by Benjamin Grimmer et al

10-20-2020

What makes multilingual BERT multilingual?
by Chi-Liang Liu et al

10-23-2020

A Combinatorial Perspective on Transfer Learning
by Jianan Wang et al

10-22-2020

Language-Conditioned Imitation Learning for Robot Manipulation Tasks
by Simon Stepputtis et al

10-23-2020

Matching the Clinical Reality: Accurate OCT-Based Diagnosis From Few Labels
by Valentyn Melnychuk et al

10-22-2020

Reinforcement Learning with Combinatorial Actions: An Application to Vehicle Routing
by Arthur Delarue et al

10-22-2020

Classification with Rejection Based on Cost-sensitive Classification
by Nontawat Charoenphakdee et al

10-23-2020

Multi-UAV Path Planning for Wireless Data Harvesting with Deep Reinforcement Learning
by Harald Bayerlein et al

10-21-2020

Coordinated Online Learning for Multi-Agent Systems with Coupled Constraints and Perturbed Utility Observations
by Ezra Tampubolon et al

10-20-2020

UmlsBERT: Clinical Domain Knowledge Augmentation of Contextual Embeddings Using the Unified Medical Language System Metathesaurus
by George Michalopoulos et al

10-22-2020

Cluster-and-Conquer: When Randomness Meets Graph Locality
by George Giakkoupis et al

10-20-2020

A Federated Learning Approach to Anomaly Detection in Smart Buildings
by Raed Abdel Sater et al

10-23-2020

Coping with Label Shift via Distributionally Robust Optimisation
by Jingzhao Zhang et al

10-23-2020

Deep Learning Framework for Measuring the Digital Strategy of Companies from Earnings Calls
by Ahmed Ghanim Al-Ali et al

10-20-2020

Real-Time Optimisation for Online Learning in Auctions
by Lorenzo Croissant et al

10-20-2020

Bayesian Attention Modules
by Xinjie Fan et al

10-21-2020

The Effect of the Rooney Rule on Implicit Bias in the Long Term
by L. Elisa Celis et al

10-20-2020

Language Inference with Multi-head Automata through Reinforcement Learning
by Alper Şekerci et al

10-21-2020

Deep Surrogate Q-Learning for Autonomous Driving
by Maria Huegle et al

10-21-2020

Deep Learning for Efficient Reconstruction of High-Resolution Turbulent DNS Data
by Pranshu Pant et al

10-20-2020

Deep Low-Shot Learning for Biological Image Classification and Visualization from Limited Training Samples
by Lei Cai et al

10-20-2020

Very Fast Streaming Submodular Function Maximization
by Sebastian Buschjäger et al

10-21-2020

Conditional Mutual Information Bound for Meta Generalization Gap
by Arezou Rezazadeh et al

10-23-2020

High-Throughput Image-Based Plant Stand Count Estimation Using Convolutional Neural Networks
by Saeed Khaki et al

10-22-2020

Optimal Robustness-Consistency Trade-offs for Learning-Augmented Online Algorithms
by Alexander Wei et al

10-21-2020

Adversarial Attacks on Deep Algorithmic Trading Policies
by Yaser Faghan et al

10-21-2020

Regularised Least-Squares Regression with Infinite-Dimensional Output Space
by Junhyunng Park et al

10-21-2020

Joint Blind Room Acoustic Characterization From Speech And Music Signals Using Convolutional Recurrent Neural Networks
by Paul Callens et al

10-23-2020

Estimation of Cardiac Valve Annuli Motion with Deep Learning
by Eric Kerfoot et al

10-22-2020

What are the Statistical Limits of Offline RL with Linear Function Approximation?
by Ruosong Wang et al

10-20-2020

A practical algorithm to calculate Cap Discrepancy
by Milad Bakhshizadeh et al

10-21-2020

Deterministic Approximation for Submodular Maximization over a Matroid in Nearly Linear Time
by Kai Han et al

10-21-2020

Adaptive Gradient Method with Resilience and Momentum
by Jie Liu et al

10-22-2020

Brain-Inspired Learning on Neuromorphic Substrates
by Friedemann Zenke et al

10-21-2020

On Differentially Private Stochastic Convex Optimization with Heavy-tailed Data
by Di Wang et al

10-21-2020

Influence-Augmented Online Planning for Complex Environments
by Jinke He et al

10-22-2020

On Resource-Efficient Bayesian Network Classifiers and Deep Neural Networks
by Wolfgang Roth et al

10-20-2020

Knowledge Transfer for Efficient On-device False Trigger Mitigation
by Pranay Dighe et al

10-23-2020

Adaptive Gradient Quantization for Data-Parallel SGD
by Fartash Faghri et al

10-20-2020

A Continuous-Time Mirror Descent Approach to Sparse Phase Retrieval
by Fan Wu et al

10-20-2020

Deep Importance Sampling based on Regression for Model Inversion and Emulation
by F. Llorente et al

10-23-2020

An Analysis of LIME for Text Data
by Dina Mardaoui et al

10-21-2020

Optimizing Planning Service Territories by Dividing Into Compact Several Sub-areas Using Binary K-means Clustering According Vehicle Constraints
by Muhammad Wildan Abdul Hakim et al

10-20-2020

Feature Inference Attack on Model Predictions in Vertical Federated Learning
by Xinjian Luo et al

10-23-2020

Model Interpretability through the Lens of Computational Complexity
by Pablo Barceló et al

10-20-2020

Model-specific Data Subsampling with Influence Functions
by Anant Raj et al

10-20-2020

ASCII: ASsisted Classification with Ignorance Interchange
by Jiaying Zhou et al

10-20-2020

Model selection in reconciling hierarchical time series
by Mahdi Abolghasemi et al

10-23-2020

On the Equivalence of Decoupled Graph Convolution Network and Label Propagation
by Hande Dong et al

10-23-2020

Train simultaneously, generalize better: Stability of gradient-based minimax learners
by Farzan Farnia et al

10-22-2020

Geometry-Aware Hamiltonian Variational Auto-Encoder
by Clément Chadebec et al

10-22-2020

Malware Traffic Classification: Evaluation of Algorithms and an Automated Ground-truth Generation Pipeline
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10-23-2020

A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios
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10-23-2020

Adversarial Learning of Feature-based Meta-Embeddings
by Lukas Lange et al

10-22-2020

Nonvacuous Loss Bounds with Fast Rates for Neural Networks via Conditional Information Measures
by Fredrik Hellström et al

10-20-2020

Optimistic search strategy: Change point detection for large-scale data via adaptive logarithmic queries
by Solt Kovács et al

10-20-2020

Towards Understanding the Dynamics of the First-Order Adversaries
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10-23-2020

Predicting Infectiousness for Proactive Contact Tracing
by Yoshua Bengio et al

10-21-2020

Deep Hash Embedding for Large-Vocab Categorical Feature Representations
by Wang-Cheng Kang et al

10-22-2020

Adversarial Attacks on Binary Image Recognition Systems
by Eric Balkanski et al

10-22-2020

Joint Use of Node Attributes and Proximity for Semi-Supervised Classification on Graphs
by Arpit Merchant et al

10-21-2020

Learning Speaker Embedding from Text-to-Speech
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10-20-2020

Graph Fairing Convolutional Networks for Anomaly Detection
by Mahsa Mesgaran et al

10-20-2020

Investigating Cross-Domain Losses for Speech Enhancement
by Sherif Abdulatif et al

10-22-2020

ERNIE-Gram: Pre-Training with Explicitly N-Gram Masked Language Modeling for Natural Language Understanding
by Dongling Xiao et al

10-20-2020

Is Batch Norm unique? An empirical investigation and prescription to emulate the best properties of common normalizers without batch dependence
by Vinay Rao et al

10-21-2020

Ultimate Limits of Thermal Imaging
by Cillian Harney et al

10-20-2020

Batch Sequential Adaptive Designs for Global Optimization
by Jianhui Ning et al

10-22-2020

On the Number of Linear Functions Composing Deep Neural Network: Towards a Refined Definition of Neural Networks Complexity
by Yuuki Takai et al

10-22-2020

Drift Detection in Episodic Data: Detect When Your Agent Starts Faltering
by Ido Greenberg et al

10-20-2020

Line Graph Neural Networks for Link Prediction
by Lei Cai et al

10-23-2020

Learning to Optimise General TSP Instances
by Nasrin Sultana et al

10-23-2020

Exponential ReLU Neural Network Approximation Rates for Point and Edge Singularities
by Carlo Marcati et al

10-22-2020

Adaptive extra-gradient methods for min-max optimization and games
by Kimon Antonakopoulos et al

10-21-2020

Highly-scalable stochastic neuron based on Ovonic Threshold Switch (OTS) and its applications in Restricted Boltzmann Machine (RBM)
by Seong-il Im et al

10-22-2020

Quiver Signal Processing (QSP)
by Alejandro Parada-Mayorga et al

10-20-2020

Directed Graph Representation through Vector Cross Product
by Ramanujam Madhavan et al

10-20-2020

Robust Imitation Learning from Noisy Demonstrations
by Voot Tangkaratt et al

10-22-2020

Multilingual Synthetic Question and Answer Generation for Cross-Lingual Reading Comprehension
by Siamak Shakeri et al

10-22-2020

Optimal Approximation -- Smoothness Tradeoffs for Soft-Max Functions
by Alessandro Epasto et al

10-21-2020

Logic Guided Genetic Algorithms
by Dhananjay Ashok et al

10-22-2020

Hierarchical Federated Learning through LAN-WAN Orchestration
by Jinliang Yuan et al

10-20-2020

Dual Averaging is Surprisingly Effective for Deep Learning Optimization
by Samy Jelassi et al

10-22-2020

The Role of Mutual Information in Variational Classifiers
by Matias Vera et al

10-23-2020

Reducing Bias in Modeling Real-world Password Strength via Deep Learning and Dynamic Dictionaries
by Dario Pasquini et al

10-22-2020

Global optimality of softmax policy gradient with single hidden layer neural networks in the mean-field regime
by Andrea Agazzi et al

10-20-2020

Regret-optimal control in dynamic environments
by Gautam Goel et al

10-20-2020

Taming Discrete Integration via the Boon of Dimensionality
by Jeffrey M. Dudek et al

10-22-2020

Neural-Symbolic Integration: A Compositional Perspective
by Efthymia Tsamoura et al

10-21-2020

Beyond Lazy Training for Over-parameterized Tensor Decomposition
by Xiang Wang et al

10-22-2020

The Primal-Dual method for Learning Augmented Algorithms
by Étienne Bamas et al

10-22-2020

Continual Learning in Low-rank Orthogonal Subspaces
by Arslan Chaudhry et al

10-22-2020

On Mean Estimation for Heteroscedastic Random Variables
by Luc Devroye et al

10-23-2020

KINNEWS and KIRNEWS: Benchmarking Cross-Lingual Text Classification for Kinyarwanda and Kirundi
by Rubungo Andre Niyongabo et al

10-20-2020

Variational Dynamic Mixtures
by Chen Qiu et al

10-22-2020

Learning Augmented Energy Minimization via Speed Scaling
by Étienne Bamas et al

10-20-2020

Federated Bayesian Optimization via Thompson Sampling
by Zhongxiang Dai et al

10-21-2020

Random Coordinate Underdamped Langevin Monte Carlo
by Zhiyan Ding et al

10-23-2020

ST-BERT: Cross-modal Language Model Pre-training For End-to-end Spoken Language Understanding
by Minjeong Kim et al

10-21-2020

Anomaly Detection in a Large-scale Cloud Platform
by Mohammad Saiful Islam et al

10-21-2020

Incorporating Interpretable Output Constraints in Bayesian Neural Networks
by Wanqian Yang et al

10-22-2020

Deep learning prediction of patient response time course from early data via neural-pharmacokinetic/pharmacodynamic modeling
by James Lu et al

10-21-2020

Differentially-Private Federated Linear Bandits
by Abhimanyu Dubey et al

10-20-2020

Tongji University Undergraduate Team for the VoxCeleb Speaker Recognition Challenge2020
by Shufan Shen et al

10-21-2020

Unfolding Neural Networks for Compressive Multichannel Blind Deconvolution
by Bahareh Tolooshams et al

10-21-2020

How to Control the Error Rates of Binary Classifiers
by Miloš Simić

10-20-2020

The Elliptical Potential Lemma Revisited
by Alexandra Carpentier et al

10-20-2020

RDIS: Random Drop Imputation with Self-Training for Incomplete Time Series Data
by Tae-Min Choi et al

10-22-2020

Label-Aware Neural Tangent Kernel: Toward Better Generalization and Local Elasticity
by Shuxiao Chen et al

10-20-2020

Anisotropic Graph Convolutional Network for Semi-supervised Learning
by Mahsa Mesgaran et al

10-23-2020

Improved Worst-Case Regret Bounds for Randomized Least-Squares Value Iteration
by Priyank Agrawal et al

10-22-2020

Online Time-Varying Topology Identification via Prediction-Correction Algorithms
by Alberto Natali et al

10-22-2020

Accelerating Metropolis-Hastings with Lightweight Inference Compilation
by Feynman Liang et al

10-21-2020

Learning Quadrupedal Locomotion over Challenging Terrain
by Joonho Lee et al

10-21-2020

High-Dimensional Bayesian Optimization via Nested Riemannian Manifolds
by Noémie Jaquier et al

10-22-2020

Robust Low-tubal-rank Tensor Completion based on Tensor Factorization and Maximum Correntopy Criterion
by Yicong He et al

10-22-2020

The Turking Test: Can Language Models Understand Instructions?
by Avia Efrat et al

10-22-2020

Learnability and Complexity of Quantum Samples
by Murphy Yuezhen Niu et al

10-23-2020

Rescuing neural spike train models from bad MLE
by Diego M. Arribas et al

10-23-2020

On Evaluating Neural Network Backdoor Defenses
by Akshaj Veldanda et al

10-23-2020

Learning from missing data with the Latent Block Model
by Gabriel Frisch et al

10-21-2020

Value Cards: An Educational Toolkit for Teaching Social Impacts of Machine Learning through Deliberation
by Hong Shen et al

10-21-2020

Dynamic Layer Customization for Noise Robust Speech Emotion Recognition in Heterogeneous Condition Training
by Alex Wilf et al

10-20-2020

An Eager Splitting Strategy for Online Decision Trees
by Chaitanya Manapragada et al

10-20-2020

Early Anomaly Detection by Learning and Forecasting Behavior
by Tong Zhao et al

10-22-2020

Sharp Bias-variance Tradeoffs of Hard Parameter Sharing in High-dimensional Linear Regression
by Hongyang R. Zhang et al

10-22-2020

Online Structured Meta-learning
by Huaxiu Yao et al

10-23-2020

An Asymptotically Optimal Primal-Dual Incremental Algorithm for Contextual Linear Bandits
by Andrea Tirinzoni et al

10-21-2020

Using the Full-text Content of Academic Articles to Identify and Evaluate Algorithm Entities in the Domain of Natural Language Processing
by Yuzhuo Wang et al

10-21-2020

Importance-Aware Semantic Segmentation in Self-Driving with Discrete Wasserstein Training
by Xiaofeng Liu et al

10-22-2020

On the impact of publicly available news and information transfer to financial markets
by Metod Jazbec et al

10-23-2020

Learning to Noise: Application-Agnostic Data Sharing with Local Differential Privacy
by Alex Mansbridge et al

10-22-2020

Differentially Private Learning Does Not Bound Membership Inference
by Thomas Humphries et al

10-23-2020

Linearly Converging Error Compensated SGD
by Eduard Gorbunov et al

10-23-2020

GraphSpeech: Syntax-Aware Graph Attention Network For Neural Speech Synthesis
by Rui Liu et al

10-20-2020

Quantum Tensor Networks, Stochastic Processes, and Weighted Automata
by Siddarth Srinivasan et al

10-21-2020

Self-supervised Graph Learning for Recommendation
by Jiancan Wu et al

10-22-2020

Prediction of Rainfall in Rajasthan, India using Deep and Wide Neural Network
by Vikas Bajpai et al

10-20-2020

Extracting Seasonal Gradual Patterns from Temporal Sequence Data Using Periodic Patterns Mining
by Jerry Lonlac et al

10-22-2020

Context-aware surrogate modeling for balancing approximation and sampling costs in multi-fidelity importance sampling and Bayesian inverse problems
by Terrence Alsup et al

10-23-2020

NLNDE at CANTEMIST: Neural Sequence Labeling and Parsing Approaches for Clinical Concept Extraction
by Lukas Lange et al

10-22-2020

Metapath- and Entity-aware Graph Neural Network for Recommendation
by Zhiwei Han et al

10-20-2020

VENOMAVE: Clean-Label Poisoning Against Speech Recognition
by Hojjat Aghakhani et al

10-21-2020

PHEW: Paths with higher edge-weights give winning tickets without training data
by Shreyas Malakarjun Patil et al

10-22-2020

An Inertial Block Majorization Minimization Framework for Nonsmooth Nonconvex Optimization
by Le Thi Khanh Hien et al

10-22-2020

Enabling certification of verification-agnostic networks via memory-efficient semidefinite programming
by Sumanth Dathathri et al

10-22-2020

Quaternion-Valued Variational Autoencoder
by Eleonora Grassucci et al

10-22-2020

Channel Estimation for Full-Duplex RIS-assisted HAPS Backhauling with Graph Attention Networks
by Kürşat Tekbıyık et al

10-23-2020

Escape saddle points faster on manifolds via perturbed Riemannian stochastic recursive gradient
by Andi Han et al

10-22-2020

Achieving User-Side Fairness in Contextual Bandits
by Wen Huang et al

10-23-2020

Online Algorithm for Unsupervised Sequential Selection with Contextual Information
by Arun Verma et al

10-22-2020

Validation of non-negative matrix factorization for assessment of atomic pair-distribution function (PDF) data in a real-time streaming context
by Chia-Hao Liu et al

10-22-2020

Tensor Reordering for CNN Compression
by Matej Ulicny et al

10-22-2020

Spike and slab variational Bayes for high dimensional logistic regression
by Kolyan Ray et al

10-20-2020

A novel method of fuzzy time series forecasting based on interval index number and membership value using support vector machine
by Kiran Bisht et al

10-21-2020

Deep Q-Network-based Adaptive Alert Threshold Selection Policy for Payment Fraud Systems in Retail Banking
by Hongda Shen et al

10-22-2020

PRANK: motion Prediction based on RANKing
by Yuriy Biktairov et al

10-22-2020

Position-Agnostic Multi-Microphone Speech Dereverberation
by Yochai Yemini et al

10-22-2020

Towards Listening to 10 People Simultaneously: An Efficient Permutation Invariant Training of Audio Source Separation Using Sinkhorns Algorithm
by Hideyuki Tachibana

10-23-2020

Online Semi-Supervised Learning with Bandit Feedback
by Sohini Upadhyay et al

10-20-2020

Teacher-Student Consistency For Multi-Source Domain Adaptation
by Ohad Amosy et al

10-23-2020

A Practical Guide of Off-Policy Evaluation for Bandit Problems
by Masahiro Kato et al

10-22-2020

Early Anomaly Detection in Time Series: A Hierarchical Approach for Predicting Critical Health Episodes
by Vitor Cerqueira et al

10-20-2020

A Lane Merge Coordination Model for a V2X Scenario
by Luis Sequeira et al

10-23-2020

Regret in Online Recommendation Systems
by Kaito Ariu et al

10-23-2020

On the Transformer Growth for Progressive BERT Training
by Xiaotao Gu et al

10-20-2020

POND: Pessimistic-Optimistic oNline Dispatch
by Xin Liu et al

10-21-2020

Tensor Train Random Projection
by Yani Feng et al

10-23-2020

Speech enhancement aided end-to-end multi-task learning for voice activity detection
by Xu Tan et al

10-23-2020

DualNet: Locate Then Detect Effective Payload with Deep Attention Network
by Shiyi Yang et al

10-23-2020

Graph-Homomorphic Perturbations for Private Decentralized Learning
by Stefan Vlaski et al

10-22-2020

Computationally and Statistically Efficient Truncated Regression
by Constantinos Daskalakis et al

10-23-2020

A Feasible Level Proximal Point Method for Nonconvex Sparse Constrained Optimization
by Digvijay Boob et al

10-21-2020

How Do Fair Decisions Fare in Long-term Qualification?
by Xueru Zhang et al

10-22-2020

Listening to Sounds of Silence for Speech Denoising
by Ruilin Xu et al

10-22-2020

Towards falsifiable interpretability research
by Matthew L. Leavitt et al

10-23-2020

A Review of Deep Learning Methods for Irregularly Sampled Medical Time Series Data
by Chenxi Sun et al

10-22-2020

A Differentially Private Text Perturbation Method Using a Regularized Mahalanobis Metric
by Zekun Xu et al

10-23-2020

Algorithms for Causal Reasoning in Probability Trees
by Tim Genewein et al

10-22-2020

Multi-view Graph Contrastive Representation Learning for Drug-Drug Interaction Prediction
by Yingheng Wang et al

10-22-2020

Comprehensive Attention Self-Distillation for Weakly-Supervised Object Detection
by Zeyi Huang et al

10-23-2020

Automated crater detection with human level performance
by Christopher Lee et al

10-22-2020

A Joint Learning Approach based on Self-Distillation for Keyphrase Extraction from Scientific Documents
by Tuan Manh Lai et al

10-20-2020

Where Is the Normative Proof? Assumptions and Contradictions in ML Fairness Research
by A. Feder Cooper

10-22-2020

Error Bounds of Imitating Policies and Environments
by Tian Xu et al

10-21-2020

Sample Efficient Reinforcement Learning with REINFORCE
by Junzi Zhang et al

10-22-2020

Using Deep Image Priors to Generate Counterfactual Explanations
by Vivek Narayanaswamy et al

10-22-2020

One-shot Learning for Temporal Knowledge Graphs
by Mehrnoosh Mirtaheri et al

10-22-2020

DeFuzz: Deep Learning Guided Directed Fuzzing
by Xiaogang Zhu et al

10-23-2020

Quantizing Multiple Sources to a Common Cluster Center: An Asymptotic Analysis
by Erdem Koyuncu

10-23-2020

Approximation Methods for Kernelized Bandits
by Sho Takemori et al

10-23-2020

Graph and graphon neural network stability
by Luana Ruiz et al

10-21-2020

Efficient Projection-Free Algorithms for Saddle Point Problems
by Cheng Chen et al

10-22-2020

A Multilinear Sampling Algorithm to Estimate Shapley Values
by Ramin Okhrati et al

10-22-2020

Graph Neural Network for Large-Scale Network Localization
by Wenzhong Yan et al

10-23-2020

Generating Long Financial Report using Conditional Variational Autoencoders with Knowledge Distillation
by Yunpeng Ren et al

10-23-2020

Beating the market with a bad predictive model
by Ondřej Hubáček et al

10-23-2020

Few-shot Learning for Decoding Brain Signals
by Myriam Bontonou et al

10-20-2020

Optimising the Performance of Convolutional Neural Networks across Computing Systems using Transfer Learning
by Rik Mulder et al

10-22-2020

Posterior Re-calibration for Imbalanced Datasets
by Junjiao Tian et al

10-22-2020

Efficient robust optimal transport: formulations and algorithms
by Pratik Jawanpuria et al

10-21-2020

UNITE: Uncertainty-based Health Risk Prediction Leveraging Multi-sourced Data
by Chacha Chen et al

10-22-2020

Adversarial Robustness of Supervised Sparse Coding
by Jeremias Sulam et al

10-22-2020

Getting Passive Aggressive About False Positives: Patching Deployed Malware Detectors
by Edward Raff et al

10-22-2020

Recovery of sparse linear classifiers from mixture of responses
by Venkata Gandikota et al

10-21-2020

Learning to Plan Optimally with Flow-based Motion Planner
by Tin Lai et al

10-22-2020

Unsupervised Data Augmentation with Naive Augmentation and without Unlabeled Data
by David Lowell et al

10-21-2020

On a Guided Nonnegative Matrix Factorization
by Joshua Vendrow et al

10-23-2020

Graph Learning for Clustering Multi-view Data
by Sravanthi Gurugubelli et al

10-23-2020

Network Classifiers Based on Social Learning
by Virginia Bordignon et al

10-23-2020

Topic Space Trajectories: A case study on machine learning literature
by Bastian Schäfermeier et al

10-23-2020

State space models for building control: how deep should you go?
by Baptiste Schubnel et al

10-22-2020

Prediction of Temperature and Rainfall in Bangladesh using Long Short Term Memory Recurrent Neural Networks
by Mohammad Mahmudur Rahman Khan et al

10-22-2020

Should Graph Convolution Trust Neighbors? A Simple Causal Inference Method
by Fuli Feng et al

10-23-2020

Throughput-Optimal Topology Design for Cross-Silo Federated Learning
by Othmane Marfoq et al

10-23-2020

A Perspective on Machine Learning Methods in Turbulence Modelling
by Andrea Beck et al

10-22-2020

Urban Sound Classification : striving towards a fair comparison
by Augustin Arnault et al

10-22-2020

Sharper convergence bounds of Monte Carlo Rademacher Averages through Self-Bounding functions
by Leonardo Pellegrina

10-22-2020

Quantitative analysis of robot gesticulation behavior
by Unai Zabala et al

10-22-2020

Contrastive Self-Supervised Learning for Wireless Power Control
by Navid Naderializadeh

10-22-2020

Scalable Bottom-Up Hierarchical Clustering
by Nicholas Monath et al

10-23-2020

Adversarial Crowdsourcing Through Robust Rank-One Matrix Completion
by Qianqian Ma et al

10-22-2020

Bridging Imagination and Reality for Model-Based Deep Reinforcement Learning
by Guangxiang Zhu et al

10-22-2020

CellCycleGAN: Spatiotemporal Microscopy Image Synthesis of Cell Populations using Statistical Shape Models and Conditional GANs
by Dennis Bähr et al

10-20-2020

Detection of COVID-19 through the analysis of vocal fold oscillations
by Mahmoud Al Ismail et al

10-21-2020

Density of States Graph Kernels
by Leo Huang et al

10-22-2020

Thresholded LASSO Bandit
by Kaito Ariu et al

10-23-2020

Generative Neurosymbolic Machines
by Jindong Jiang et al

10-23-2020

BiTe-GCN: A New GCN Architecture via BidirectionalConvolution of Topology and Features on Text-Rich Networks
by Di Jin et al

10-22-2020

Neural Audio Fingerprint for High-specific Audio Retrieval based on Contrastive Learning
by Sungkyun Chang et al

10-20-2020

Prediction of Object Geometry from Acoustic Scattering Using Convolutional Neural Networks
by Ziqi Fan et al

10-22-2020

Stability of Algebraic Neural Networks to Small Perturbations
by Alejandro Parada-Mayorga et al

10-23-2020

TAMPC: A Controller for Escaping Traps in Novel Environments
by Sheng Zhong et al

10-22-2020

Graph Geometry Interaction Learning
by Shichao Zhu et al

10-22-2020

An Efficient Adversarial Attack for Tree Ensembles
by Chong Zhang et al

10-22-2020

Reducing Adversarially Robust Learning to Non-Robust PAC Learning
by Omar Montasser et al

10-22-2020

Regret Bounds without Lipschitz Continuity: Online Learning with Relative-Lipschitz Losses
by Yihan Zhou et al

10-21-2020

Pool-based sequential active learning with multi kernels
by Jeongmin Chae et al

10-22-2020

Autoregressive Modeling is Misspecified for Some Sequence Distributions
by Chu-Cheng Lin et al

10-22-2020

Learning Graph Laplacian with MCP
by Yangjing Zhang et al

10-20-2020

Bayesian Algorithms for Decentralized Stochastic Bandits
by Anusha Lalitha et al

10-22-2020

The Polynomial Method is Universal for Distribution-Free Correlational SQ Learning
by Aravind Gollakota et al

10-23-2020

A Pre-training Strategy for Recommendation
by Susen Yang et al

10-23-2020

Unbiased Estimation Equation under ff-Separable Bregman Distortion Measures
by Masahiro Kobayashi et al

10-22-2020

One-shot Distributed Algorithm for Generalized Eigenvalue Problem
by Kexin Lv et al

10-22-2020

Quantile Bandits for Best Arms Identification with Concentration Inequalities
by Mengyan Zhang et al

10-22-2020

Principled Interpolation in Normalizing Flows
by Samuel G. Fadel et al

10-22-2020

A Discrete Variational Recurrent Topic Model without the Reparametrization Trick
by Mehdi Rezaee et al

10-22-2020

Two-sample Test using Projected Wasserstein Distance: Breaking the Curse of Dimensionality
by Jie Wang et al

10-22-2020

The Pursuit of Algorithmic Fairness: On Correcting Algorithmic Unfairness in a Child Welfare Reunification Success Classifier
by Jordan Purdy et al

10-21-2020

Meta-Learning Guarantees for Online Receding Horizon Control
by Deepan Muthirayan et al

10-21-2020

The Role of Machine Learning for Trajectory Prediction in Cooperative Driving
by Luis Sequeira et al

10-21-2020

Transferable Graph Optimizers for ML Compilers
by Yanqi Zhou et al

10-22-2020

Translating Recursive Probabilistic Programs to Factor Graph Grammars
by David Chiang et al

10-22-2020

Combination of Deep Speaker Embeddings for Diarisation
by Guangzhi Sun et al

10-22-2020

Factor Graph Grammars
by David Chiang et al

 
Craig Smith