2020.2.27 Learning papers

 

07-21-2020

Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding
by David Klindt et al

07-21-2020

Accelerating Deep Learning Applications in Space
by Martina Lofqvist et al

07-21-2020

Shape and Viewpoint without Keypoints
by Shubham Goel et al

07-22-2020

IBM Federated Learning: an Enterprise Framework White Paper V0.1
by Heiko Ludwig et al

07-22-2020

Neural Sparse Voxel Fields
by Lingjie Liu et al

07-21-2020

Interpolating GANs to Scaffold Autotelic Creativity
by Ziv Epstein et al

07-23-2020

TSIT: A Simple and Versatile Framework for Image-to-Image Translation
by Liming Jiang et al

07-23-2020

Online Robust and Adaptive Learning from Data Streams
by Shintaro Fukushima et al

07-22-2020

Nonclosedness of the Set of Neural Networks in Sobolev Space
by Scott Mahan et al

07-21-2020

EMaQ: Expected-Max Q-Learning Operator for Simple Yet Effective Offline and Online RL
by Seyed Kamyar Seyed Ghasemipour et al

07-23-2020

Bridging the Imitation Gap by Adaptive Insubordination
by Luca Weihs et al

07-22-2020

Adversarial Training Reduces Information and Improves Transferability
by Matteo Terzi et al

07-21-2020

Word Representation for Rhythms
by Tongyu Lu et al

07-22-2020

Threat of Adversarial Attacks on Face Recognition: A Comprehensive Survey
by Fatemeh Vakhshiteh et al

07-21-2020

Garment Design with Generative Adversarial Networks
by Chenxi Yuan et al

07-23-2020

Deep Dynamic Factor Models
by Paolo Andreini et al

07-22-2020

PareCO: Pareto-aware Channel Optimization for Slimmable Neural Networks
by Ting-Wu Chin et al

07-22-2020

Backtesting the predictability of COVID-19
by Dmitry Gordeev et al

07-23-2020

SBAT: Video Captioning with Sparse Boundary-Aware Transformer
by Tao Jin et al

07-22-2020

Integrating Image Captioning with Rule-based Entity Masking
by Aditya Mogadala et al

07-21-2020

What is important about the No Free Lunch theorems?
by David H. Wolpert

07-21-2020

Foley Music: Learning to Generate Music from Videos
by Chuang Gan et al

07-22-2020

Deep Learning Based Segmentation of Various Brain Lesions for Radiosurgery
by Siang-Ruei Wu et al

07-22-2020

Darwins Neural Network: AI-based Strategies for Rapid and Scalable Cell and Coronavirus Screening
by Sang Won Lee et al

07-21-2020

Deep Preset: Blending and Retouching Photos with Color Style Transfer
by Man M. Ho et al

07-21-2020

SliceOut: Training Transformers and CNNs faster while using less memory
by Pascal Notin et al

07-23-2020

Sound2Sight: Generating Visual Dynamics from Sound and Context
by Anoop Cherian et al

07-23-2020

Enhanced Transfer Learning for Autonomous Driving with Systematic Accident Simulation
by Shivam Akhauri et al

07-21-2020

Interactive Inference under Information Constraints
by Jayadev Acharya et al

07-21-2020

Backdoor Attacks and Countermeasures on Deep Learning: A Comprehensive Review
by Yansong Gao et al

07-23-2020

Right for the Right Reason: Making Image Classification Robust
by Anna Nguyen et al

07-21-2020

Byzantine-Resilient Secure Federated Learning
by Jinhyun So et al

07-22-2020

History Repeats Itself: Human Motion Prediction via Motion Attention
by Wei Mao et al

07-22-2020

Tiny Transfer Learning: Towards Memory-Efficient On-Device Learning
by Han Cai et al

07-23-2020

Neural Geometric Parser for Single Image Camera Calibration
by Jinwoo Lee et al

07-21-2020

Activation function dependence of the storage capacity of treelike neural networks
by Jacob A. Zavatone-Veth et al

07-22-2020

Product Title Generation for Conversational Systems using BERT
by Mansi Ranjit Mane et al

07-23-2020

Implicit Latent Variable Model for Scene-Consistent Motion Forecasting
by Sergio Casas et al

07-23-2020

Harnessing spatial homogeneity of neuroimaging data: patch individual filter layers for CNNs
by Fabian Eitel et al

07-24-2020

Artificial Intelligence in the Creative Industries: A Review
by Nantheera Anantrasirichai et al

07-21-2020

MAGMA: Inference and Prediction with Multi-Task Gaussian Processes
by Arthur Leroy et al

07-23-2020

Applying GPGPU to Recurrent Neural Network Language Model based Fast Network Search in the Real-Time LVCSR
by Kyungmin Lee et al

07-23-2020

HCMS at SemEval-2020 Task 9: A Neural Approach to Sentiment Analysis for Code-Mixed Texts
by Aditya Srivastava et al

07-22-2020

Understanding the temporal evolution of COVID-19 research through machine learning and natural language processing
by Ashkan Ebadi et al

07-22-2020

Robust Machine Learning via Privacy/Rate-Distortion Theory
by Ye Wang et al

07-22-2020

Attention based Multiple Instance Learning for Classification of Blood Cell Disorders
by Ario Sadafi et al

07-21-2020

Self-Supervised Learning of Contextual Embeddings for Link Prediction in Heterogeneous Networks
by Ping Wang et al

07-23-2020

AttentionNAS: Spatiotemporal Attention Cell Search for Video Classification
by Xiaofang Wang et al

07-23-2020

PClean: Bayesian Data Cleaning at Scale with Domain-Specific Probabilistic Programming
by Alexander K. Lew et al

07-24-2020

MurTree: Optimal Classification Trees via Dynamic Programming and Search
by Emir Demirović et al

07-24-2020

Unsupervised Discovery of 3D Physical Objects from Video
by Yilun Du et al

07-24-2020

Interpreting Spatially Infinite Generative Models
by Chaochao Lu et al

07-21-2020

Balanced Meta-Softmax for Long-Tailed Visual Recognition
by Jiawei Ren et al

07-22-2020

Discovering Traveling Companions using Autoencoders
by Xiaochang Li et al

07-21-2020

Sparse Nonnegative Tensor Factorization and Completion with Noisy Observations
by Xiongjun Zhang et al

07-21-2020

CyCNN: A Rotation Invariant CNN using Polar Mapping and Cylindrical Convolution Layers
by Jinpyo Kim et al

07-21-2020

Towards Visual Distortion in Black-Box Attacks
by Nannan Li et al

07-23-2020

T-BFA: Targeted Bit-Flip Adversarial Weight Attack
by Adnan Siraj Rakin et al

07-22-2020

Frank-Wolfe Optimization for Dominant Set Clustering
by Carl Johnell et al

07-21-2020

problemConquero at SemEval-2020 Task 12: Transformer and Soft label-based approaches
by Karishma Laud et al

07-22-2020

Wasserstein Routed Capsule Networks
by Alexander Fuchs et al

07-21-2020

AinnoSeg: Panoramic Segmentation with High Perfomance
by Jiahong Wu et al

07-24-2020

Impact of Medical Data Imprecision on Learning Results
by Mei Wang et al

07-24-2020

Distributional Reinforcement Learning with Maximum Mean Discrepancy
by Thanh Tang Nguyen et al

07-23-2020

Learning Infinite-horizon Average-reward MDPs with Linear Function Approximation
by Chen-Yu Wei et al

07-21-2020

A Gradient-based Bilevel Optimization Approach for Tuning Hyperparameters in Machine Learning
by Ankur Sinha et al

07-21-2020

IITK at SemEval-2020 Task 8: Unimodal and Bimodal Sentiment Analysis of Internet Memes
by Vishal Keswani et al

07-22-2020

DEAL: Deep Evidential Active Learning for Image Classification
by Patrick Hemmer et al

07-23-2020

Few-shot Visual Reasoning with Meta-analogical Contrastive Learning
by Youngsung Kim et al

07-22-2020

IITK at the FinSim Task: Hypernym Detection in Financial Domain via Context-Free and Contextualized Word Embeddings
by Vishal Keswani et al

07-24-2020

Dynamic Knowledge Distillation for Black-box Hypothesis Transfer Learning
by Yiqin Yu et al

07-23-2020

Augmentation adversarial training for unsupervised speaker recognition
by Jaesung Huh et al

07-21-2020

Time-aware Graph Embedding: A temporal smoothness and task-oriented approach
by Yonghui Xu et al

07-21-2020

Forecasting Brazilian and American COVID-19 cases based on artificial intelligence coupled with climatic exogenous variables
by Ramon Gomes da Silva et al

07-24-2020

Deforming the Loss Surface
by Liangming Chen et al

07-23-2020

Grale: Designing Networks for Graph Learning
by Jonathan Halcrow et al

07-24-2020

What and Where: Learn to Plug Adapters via NAS for Multi-Domain Learning
by Hanbin Zhao et al

07-21-2020

Complementing Representation Deficiency in Few-shot Image Classification: A Meta-Learning Approach
by Xian Zhong et al

07-23-2020

DBS: Dynamic Batch Size For Distributed Deep Neural Network Training
by Qing Ye et al

07-23-2020

Diagnostic Questions:The NeurIPS 2020 Education Challenge
by Zichao Wang et al

07-21-2020

Learning Structured Latent Factors from Dependent Data:A Generative Model Framework from Information-Theoretic Perspective
by Ruixiang Zhang et al

07-21-2020

A Computation-Efficient CNN System for High-Quality Brain Tumor Segmentation
by Yanming Sun et al

07-21-2020

IITK-RSA at SemEval-2020 Task 5: Detecting Counterfactuals
by Anirudh Anil Ojha et al

07-22-2020

Deep-VFX: Deep Action Recognition Driven VFX for Short Video
by Ao Luo et al

07-22-2020

Improving Monocular Depth Estimation by Leveraging Structural Awareness and Complementary Datasets
by Tian Chen et al

07-21-2020

Distributed Memory based Self-Supervised Differentiable Neural Computer
by Taewon Park et al

07-23-2020

Are Visual Explanations Useful? A Case Study in Model-in-the-Loop Prediction
by Eric Chu et al

07-23-2020

Hierarchical Verification for Adversarial Robustness
by Cong Han Lim et al

07-22-2020

Video-ception Network: Towards Multi-Scale Efficient Asymmetric Spatial-Temporal Interactions
by Yuan Tian et al

07-22-2020

Deep Learning Based Equalizer for MIMO-OFDM Systems with Insufficient Cyclic Prefix
by Yan Sun et al

07-24-2020

Anticipating the Long-Term Effect of Online Learning in Control
by Alexandre Capone et al

07-22-2020

Adma: A Flexible Loss Function for Neural Networks
by Aditya Shrivastava

07-24-2020

Monte-Carlo Tree Search as Regularized Policy Optimization
by Jean-Bastien Grill et al

07-22-2020

SOCRATES: Towards a Unified Platform for Neural Network Verification
by Long H. Pham et al

07-23-2020

METEOR: Learning Memory and Time Efficient Representations from Multi-modal Data Streams
by Amila Silva et al

07-24-2020

Reparameterizing Convolutions for Incremental Multi-Task Learning without Task Interference
by Menelaos Kanakis et al

07-23-2020

DeepKriging: Spatially Dependent Deep Neural Networks for Spatial Prediction
by Yuxiao Li et al

07-24-2020

An LSTM Approach to Temporal 3D Object Detection in LiDAR Point Clouds
by Rui Huang et al

07-24-2020

Multi-view adaptive graph convolutions for graph classification
by Nikolas Adaloglou et al

07-22-2020

Approximation Benefits of Policy Gradient Methods with Aggregated States
by Daniel Russo

07-22-2020

Evolving Multi-label Classification Rules by Exploiting High-order Label Correlation
by Shabnam Nazmi et al

07-23-2020

A Novel Framework for Spatio-Temporal Prediction of Climate Data Using Deep Learning
by Federico Amato et al

07-23-2020

The Lottery Ticket Hypothesis for Pre-trained BERT Networks
by Tianlong Chen et al

07-21-2020

Lymphocyte counting -- Error Analysis of Regression versus Bounding Box Detection Approaches
by Lin Geng Foo et al

07-22-2020

Endo-Sim2Real: Consistency learning-based domain adaptation for instrument segmentation
by Manish Sahu et al

07-21-2020

newsSweeper at SemEval-2020 Task 11: Context-Aware Rich Feature Representations For Propaganda Classification
by Paramansh Singh et al

07-21-2020

IITK at SemEval-2020 Task 10: Transformers for Emphasis Selection
by Vipul Singhal et al

07-22-2020

Compressing invariant manifolds in neural nets
by Jonas Paccolat et al

07-23-2020

Learning Differentiable Programs with Admissible Neural Heuristics
by Ameesh Shah et al

07-23-2020

Challenging common bolus advisor for self-monitoring type-I diabetes patients using Reinforcement Learning
by Frédéric Logé et al

07-22-2020

Understanding Multi-Modal Perception Using Behavioral Cloning for Peg-In-a-Hole Insertion Tasks
by Yifang Liu et al

07-22-2020

Graph Neural Networks with Haar Transform-Based Convolution and Pooling: A Complete Guide
by Xuebin Zheng et al

07-24-2020

Dopant Network Processing Units: Towards Efficient Neural-network Emulators with High-capacity Nanoelectronic Nodes
by Hans-Christian Ruiz Euler et al

07-24-2020

A Survey on Graph Neural Networks for Knowledge Graph Completion
by Siddhant Arora

07-22-2020

Complex Sequential Data Analysis: A Systematic Literature Review of Existing Algorithms
by Kudakwashe Dandajena et al

07-21-2020

Deep vs. Deep Bayesian: Reinforcement Learning on a Multi-Robot Competitive Experiment
by Jingyi Huang et al

07-22-2020

Breaking the Communication-Privacy-Accuracy Trilemma
by Wei-Ning Chen et al

07-22-2020

Sequential Routing Framework: Fully Capsule Network-based Speech Recognition
by Kyungmin Lee et al

07-24-2020

Approximately Optimal Binning for the Piecewise Constant Approximation of the Normalized Unexplained Variance (nUV) Dissimilarity Measure
by Attila Fazekas et al

07-24-2020

Clinician-in-the-Loop Decision Making: Reinforcement Learning with Near-Optimal Set-Valued Policies
by Shengpu Tang et al

07-24-2020

KPRNet: Improving projection-based LiDAR semantic segmentation
by Deyvid Kochanov et al

07-23-2020

Cycles in Causal Learning
by Katie Everett et al

07-21-2020

A Note on the Linear Convergence of Policy Gradient Methods
by Jalaj Bhandari et al

07-21-2020

On the Convergence of Reinforcement Learning with Monte Carlo Exploring Starts
by Jun Liu

07-22-2020

Sensor-Based Continuous Hand Gesture Recognition by Long Short-Term Memory
by Tsung-Ming Tai et al

07-23-2020

COVID TV-UNet: Segmenting COVID-19 Chest CT Images Using Connectivity Imposed U-Net
by Narges Saeedizadeh et al

07-23-2020

ADER: Adaptively Distilled Exemplar Replay Towards Continual Learning for Session-based Recommendation
by Fei Mi et al

07-24-2020

Mixture of Experts, Category Hierarchy Soft Constraint, Adversarial Regularization
by Zhuojian Xiao et al

07-23-2020

Latent-space time evolution of non-intrusive reduced-order models using Gaussian process emulation
by Romit Maulik et al

07-24-2020

MiCo: Mixup Co-Training for Semi-Supervised Domain Adaptation
by Luyu Yang et al

07-24-2020

Transferred Discrepancy: Quantifying the Difference Between Representations
by Yunzhen Feng et al

07-21-2020

Interpretable Anomaly Detection with DIFFI: Depth-based Feature Importance for the Isolation Forest
by Mattia Carletti et al

07-22-2020

Convergence Analysis of Langevin Monte Carlo in Chi-Square Divergence
by Murat A. Erdogdu et al

07-23-2020

Deep Active Learning by Model Interpretability
by Qiang Liu et al

07-23-2020

ZSCRGAN: A GAN-based Expectation Maximization Model for Zero-Shot Retrieval of Images from Textual Descriptions
by Anurag Roy et al

07-21-2020

BAKSA at SemEval-2020 Task 9: Bolstering CNN with Self-Attention for Sentiment Analysis of Code Mixed Text
by Ayush Kumar et al

07-22-2020

Feature based Sequential Classifier with Attention Mechanism
by Sudhir Sornapudi et al

07-24-2020

Study of Different Deep Learning Approach with Explainable AI for Screening Patients with COVID-19 Symptoms: Using CT Scan and Chest X-ray Image Dataset
by Md Manjurul Ahsan et al

07-24-2020

Predictive Information Accelerates Learning in RL
by Kuang-Huei Lee et al

07-24-2020

HEU Emotion: A Large-scale Database for Multi-modal Emotion Recognition in the Wild
by Jing Chen et al

07-21-2020

The Corrective Commit Probability Code Quality Metric
by Idan Amit et al

07-22-2020

Multi-scale Deep Neural Network (MscaleDNN) for Solving Poisson-Boltzmann Equation in Complex Domains
by Ziqi Liu et al

07-21-2020

CS-NET at SemEval-2020 Task 4: Siamese BERT for ComVE
by Soumya Ranjan Dash et al

07-21-2020

An Interpretable Probabilistic Approach for Demystifying Black-box Predictive Models
by Catarina Moreira et al

07-23-2020

Efficient Evaluation of the Partition Function of RBMs with Annealed Importance Sampling
by Ferran Mazzanti et al

07-23-2020

Bayesian Robust Optimization for Imitation Learning
by Daniel S. Brown et al

07-21-2020

Pattern-Guided Integrated Gradients
by Robert Schwarzenberg et al

07-24-2020

Learning the Solution Manifold in Optimization and Its Application in Motion Planning
by Takayuki Osa

07-22-2020

A Transfer Learning End-to-End ArabicText-To-Speech (TTS) Deep Architecture
by Fady Fahmy et al

07-24-2020

Dereverberation using joint estimation of dry speech signal and acoustic system
by Sanna Wager et al

07-23-2020

Off-Policy Multi-Agent Decomposed Policy Gradients
by Yihan Wang et al

07-21-2020

Learning to Read and Follow Music in Complete Score Sheet Images
by Florian Henkel et al

07-23-2020

Hide-and-Seek Privacy Challenge
by James Jordon et al

07-23-2020

Quantum differentially private sparse regression learning
by Yuxuan Du et al

07-21-2020

Unsupervised Heterogeneous Coupling Learning for Categorical Representation
by Chengzhang Zhu et al

07-23-2020

Private Post-GAN Boosting
by Marcel Neunhoeffer et al

07-24-2020

Stain Style Transfer of Histopathology Images Via Structure-Preserved Generative Learning
by Hanwen Liang et al

07-21-2020

A radiomics approach to analyze cardiac alterations in hypertension
by Irem Cetin et al

07-21-2020

PackIt: A Virtual Environment for Geometric Planning
by Ankit Goyal et al

07-21-2020

Unsupervised Learning of Solutions to Differential Equations with Generative Adversarial Networks
by Dylan Randle et al

07-23-2020

Multi-Compartment Variational Online Learning for Spiking Neural Networks
by Hyeryung Jang et al

07-23-2020

Critically Examining the Claimed Value of Convolutions over User-Item Embedding Maps for Recommender Systems
by Maurizio Ferrari Dacrema et al

07-24-2020

The foundations of cost-sensitive causal classification
by Wouter Verbeke et al

07-23-2020

Online Boosting with Bandit Feedback
by Nataly Brukhim et al

07-22-2020

Towards Social & Engaging Peer Learning: Predicting Backchanneling and Disengagement in Children
by Mononito Goswami et al

07-21-2020

Incentives for Federated Learning: a Hypothesis Elicitation Approach
by Yang Liu et al

07-21-2020

Computational Causal Inference
by Jeffrey C. Wong

07-21-2020

Adaptive Traffic Control with Deep Reinforcement Learning:Towards State-of-the-art and Beyond
by Siavash Alemzadeh et al

07-21-2020

Wireless Image Retrieval at the Edge
by Mikolaj Jankowski et al

07-21-2020

Generalization and Invariances in the Presence of Unobserved Confounding
by Alexis Bellot et al

07-23-2020

Scalable Inference of Symbolic Adversarial Examples
by Dimitar I. Dimitrov et al

07-23-2020

On a Bernoulli Autoregression Framework for Link Discovery and Prediction
by Xiaohan Yan et al

07-21-2020

Time-Frequency Scattering Accurately Models Auditory Similarities Between Instrumental Playing Techniques
by Vincent Lostanlen et al

07-21-2020

Automated and Sound Synthesis of Lyapunov Functions with SMT Solvers
by Daniele Ahmed et al

07-23-2020

The expressive power of kth-order invariant graph networks
by Floris Geerts

07-21-2020

Towards Multimodal MIR: Predicting individual differences from music-induced movement
by Yudhik Agrawal et al

07-23-2020

SeismoGlow -- Data augmentation for the class imbalance problem
by Ruy Luiz Milidiú et al

07-23-2020

Context-Aware Attentive Knowledge Tracing
by Aritra Ghosh et al

07-22-2020

Supervised learning on heterogeneous, attributed entities interacting over time
by Amine Laghaout

07-23-2020

Clinical Recommender System: Predicting Medical Specialty Diagnostic Choices with Neural Network Ensembles
by Morteza Noshad et al

07-21-2020

Estimating crop yields with remote sensing and deep learning
by Renato Luiz de Freitas Cunha et al

07-22-2020

Improving Deep Learning with Differential Privacy using Gradient Encoding and Denoising
by Milad Nasr et al

07-21-2020

Understanding Consumer Preferences for Movie Trailers from EEG using Machine Learning
by Pankaj Pandey et al

07-21-2020

Inverting the Feature Visualization Process for Feedforward Neural Networks
by Christian Reinbold et al

07-23-2020

Value-Decomposition Multi-Agent Actor-Critics
by Jianyu Su et al

07-21-2020

When Classical Chinese Meets Machine Learning: Explaining the Relative Performances of Word and Sentence Segmentation Tasks
by Chao-Lin Liu et al

07-22-2020

Storage Fit Learning with Feature Evolvable Streams
by Bo-Jian Hou et al

07-24-2020

Improved Slice-wise Tumour Detection in Brain MRIs by Computing Dissimilarities between Latent Representations
by Alexandra-Ioana Albu et al

07-21-2020

Learning the Latent Space of Robot Dynamics for Cutting Interaction Inference
by Sahand Rezaei-Shoshtari et al

07-23-2020

Dimension reduction in recurrent networks by canonicalization
by Lyudmila Grigoryeva et al

07-22-2020

MetAL: Active Semi-Supervised Learning on Graphs via Meta Learning
by Kaushalya Madhawa et al

07-21-2020

Limited-angle tomographic reconstruction of dense layered objects by dynamical machine learning
by Iksung Kang et al

07-22-2020

Time-Reversal Symmetric ODE Network
by In Huh et al

07-23-2020

Scalable Initialization Methods for Large-Scale Clustering
by Joonas Hämäläinen et al

07-23-2020

Signal Enhancement for Magnetic Navigation Challenge Problem
by Albert R. Gnadt et al

07-22-2020

Blind hierarchical deconvolution
by Arttu Arjas et al

07-21-2020

Randomized Online CP Decomposition
by Congbo Ma et al

07-23-2020

COVID-19 Remote Patient Monitoring: Social Impact of AI
by Ashlesha Nesarikar et al

07-24-2020

Scaling Graph Clustering with Distributed Sketches
by Benjamin W. Priest et al

07-24-2020

Exploiting the Surrogate Gap in Online Multiclass Classification
by Dirk van der Hoeven

07-22-2020

InstanceFlow: Visualizing the Evolution of Classifier Confusion on the Instance Level
by Michael Pühringer et al

07-22-2020

A Systematic Literature Review on Federated Machine Learning: From A Software Engineering Perspective
by Sin Kit Lo et al

07-21-2020

Efficient Graph-Based Active Learning with Probit Likelihood via Gaussian Approximations
by Kevin Miller et al

07-22-2020

Resource-Efficient Speech Mask Estimation for Multi-Channel Speech Enhancement
by Lukas Pfeifenberger et al

07-23-2020

WiFi-based Crowd Monitoring and Workspace Planning for COVID-19 Recovery
by Mu Mu

07-23-2020

MLJ: A Julia package for composable Machine Learning
by Anthony D. Blaom et al

07-23-2020

Federated Learning in the Sky: Aerial-Ground Air Quality Sensing Framework with UAV Swarms
by Yi Liu et al

07-23-2020

A Nonparametric Test of Dependence Based on Ensemble of Decision Trees
by Rami Mahdi

07-22-2020

Simplex-Structured Matrix Factorization: Sparsity-based Identifiability and Provably Correct Algorithms
by Maryam Abdolali et al

07-23-2020

The Representation Theory of Neural Networks
by Marco Antonio Armenta et al

07-23-2020

A Novel Ensemble Deep Learning Model for Stock Prediction Based on Stock Prices and News
by Yang Li et al

07-24-2020

Adaptive Energy Management for Real Driving Conditions via Transfer Reinforcement Learning
by Teng Liu et al

07-24-2020

Multinomial Sampling for Hierarchical Change-Point Detection
by Lorena Romero-Medrano et al

07-21-2020

Short-term forecasting COVID-19 cumulative confirmed cases: Perspectives for Brazil
by Matheus Henrique Dal Molin Ribeiro et al

07-21-2020

Inferring Political Preferences from Twitter
by Mohd Zeeshan Ansari et al

07-24-2020

Autonomous Exploration Under Uncertainty via Deep Reinforcement Learning on Graphs
by Fanfei Chen et al

07-21-2020

Fused-Lasso Regularized Cholesky Factors of Large Nonstationary Covariance Matrices of Longitudinal Data
by Aramayis Dallakyan et al

07-21-2020

Disentangling the Gauss-Newton Method and Approximate Inference for Neural Networks
by Alexander Immer

07-21-2020

Gasper: GrAph Signal ProcEssing in R
by Basile de Loynes et al

07-24-2020

On anisotropic diffusion equations for label propagation
by Lisa Maria Kreusser et al

07-23-2020

Optimal Transport using GANs for Lineage Tracing
by Neha Prasad et al

07-22-2020

Characterization and Identification of Cloudified Mobile Network Performance Bottlenecks
by G. Patounas et al

07-23-2020

Long-tail Session-based Recommendation
by Siyi Liu et al

07-22-2020

An Intelligent QoS Algorithm for Home Networks
by Wen-Jyi Hwang et al

07-21-2020

PhishZip: A New Compression-based Algorithm for Detecting Phishing Websites
by Rizka Purwanto et al

07-21-2020

A Semismooth-Newtons-Method-Based Linearization and Approximation Approach for Kernel Support Vector Machines
by Chen Jiang et al

07-24-2020

MPC-enabled Privacy-Preserving Neural Network Training against Malicious Attack
by Ziyao Liu et al

07-21-2020

Learning Centric Power Allocation for Edge Intelligence
by Shuai Wang et al

07-21-2020

Spectral Clustering using Eigenspectrum Shape Based Nystrom Sampling
by Djallel Bouneffouf

07-21-2020

Spectral estimation from simulations via sketching
by Zhishen Huang et al

07-22-2020

Shape-CD: Change-Point Detection in Time-Series Data with Shapes and Neurons
by Varsha Suresh et al

07-22-2020

Debiasing Concept Bottleneck Models with Instrumental Variables
by Mohammad Taha Bahadori et al

07-21-2020

On the Rademacher Complexity of Linear Hypothesis Sets
by Pranjal Awasthi et al

07-24-2020

Controlling Privacy Loss in Survey Sampling (Working Paper)
by Mark Bun et al

07-24-2020

Cross-validation Confidence Intervals for Test Error
by Pierre Bayle et al

07-24-2020

An Intelligent Scheme for Uncertainty Management of Data Synopses Management in Pervasive Computing Applications
by Kostas Kolomvatsos

07-23-2020

Evaluation metrics for behaviour modeling
by Daniel Jiwoong Im et al

07-23-2020

Efficient Residue Number System Based Winograd Convolution
by Zhi-Gang Liu et al

07-23-2020

Explore More and Improve Regret in Linear Quadratic Regulators
by Sahin Lale et al

 
Craig Smith