2020.8.10 Learning papers

 

08-04-2020

The world as a neural network
by Vitaly Vanchurin

08-05-2020

NeRF in the Wild: Neural Radiance Fields for Unconstrained Photo Collections
by Ricardo Martin-Brualla et al

08-04-2020

An artificial intelligence system for predicting the deterioration of COVID-19 patients in the emergency department
by Farah E. Shamout et al

08-04-2020

Robust Reinforcement Learning using Adversarial Populations
by Eugene Vinitsky et al

08-06-2020

Explore then Execute: Adapting without Rewards via Factorized Meta-Reinforcement Learning
by Evan Zheran Liu et al

08-04-2020

Word meaning in minds and machines
by Brenden M. Lake et al

08-06-2020

Mixed-Initiative Level Design with RL Brush
by Omar Delarosa et al

08-05-2020

Learning to Denoise Historical Music
by Yunpeng Li et al

08-06-2020

CaSPR: Learning Canonical Spatiotemporal Point Cloud Representations
by Davis Rempe et al

08-06-2020

FastLR: Non-Autoregressive Lipreading Model with Integrate-and-Fire
by Jinglin Liu et al

08-05-2020

MusPy: A Toolkit for Symbolic Music Generation
by Hao-Wen Dong et al

08-06-2020

Structured Convolutions for Efficient Neural Network Design
by Yash Bhalgat et al

08-05-2020

An Interpretable Deep Learning System for Automatically Scoring Request for Proposals
by Subhadip Maji et al

08-04-2020

Deep Learning Based Early Diagnostics of Parkinsons Disease
by Elcin Huseyn

08-05-2020

Optimal Variance Control of the Score Function Gradient Estimator for Importance Weighted Bounds
by Valentin Liévin et al

08-05-2020

Aligning AI With Shared Human Values
by Dan Hendrycks et al

08-05-2020

Axiom-based Grad-CAM: Towards Accurate Visualization and Explanation of CNNs
by Ruigang Fu et al

08-04-2020

A Case For Adaptive Deep Neural Networks in Edge Computing
by Francis McNamee et al

08-06-2020

Discovering and Categorising Language Biases in Reddit
by Xavier Ferrer et al

08-05-2020

Learning Long-term Visual Dynamics with Region Proposal Interaction Networks
by Haozhi Qi et al

08-05-2020

Global Voxel Transformer Networks for Augmented Microscopy
by Zhengyang Wang et al

08-04-2020

TOAD-GAN: Coherent Style Level Generation from a Single Example
by Maren Awiszus et al

08-05-2020

A Robot that Counts Like a Child -- a Developmental Model of Counting and Pointing
by Leszek Pecyna et al

08-05-2020

Compact Graph Architecture for Speech Emotion Recognition
by A. Shirian et al

08-05-2020

Machine learning for faster and smarter fluorescence lifetime imaging microscopy
by Varun Mannam et al

08-06-2020

MED-TEX: Transferring and Explaining Knowledge with Less Data from Pretrained Medical Imaging Models
by Thanh Nguyen-Duc et al

08-05-2020

Hybrid Transformer/CTC Networks for Hardware Efficient Voice Triggering
by Saurabh Adya et al

08-05-2020

DANA: Dimension-Adaptive Neural Architecture for Multivariate Sensor Data
by Mohammad Malekzadeh et al

08-04-2020

LoCo: Local Contrastive Representation Learning
by Yuwen Xiong et al

08-04-2020

Counterfactual Explanation Based on Gradual Construction for Deep Networks
by Sin-Han Kang et al

08-05-2020

COALESCE: Component Assembly by Learning to Synthesize Connections
by Kangxue Yin et al

08-04-2020

MSDPN: Monocular Depth Prediction with Partial Laser Observation using Multi-stage Neural Networks
by Hyungtae Lim et al

08-05-2020

Robust Deep Reinforcement Learning through Adversarial Loss
by Tuomas Oikarinen et al

08-05-2020

Machine Learning for Health: Personalized Models for Forecasting of Alzheimer Disease Progression
by Aritra Banerjee

08-06-2020

Pairwise Relation Learning for Semi-supervised Gland Segmentation
by Yutong Xie et al

08-04-2020

Interpretable Anomaly Detection with Mondrian P{\o}lya Forests on Data Streams
by Charlie Dickens et al

08-05-2020

Point Proposal Network: Accelerating Point Source Detection Through Deep Learning
by Duncan Tilley et al

08-06-2020

Zero-Shot Multi-View Indoor Localization via Graph Location Networks
by Meng-Jiun Chiou et al

08-04-2020

Cross-Global Attention Graph Kernel Network Prediction of Drug Prescription
by Hao-Ren Yao et al

08-05-2020

Unsupervised seismic facies classification using deep convolutional autoencoder
by Vladimir Puzyrev et al

08-05-2020

Learning Boost by Exploiting the Auxiliary Task in Multi-task Domain
by Jonghwa Yim et al

08-05-2020

Performance Improvement of Path Planning algorithms with Deep Learning Encoder Model
by Janderson Ferreira et al

08-06-2020

Offline Meta Reinforcement Learning
by Ron Dorfman et al

08-05-2020

Trove: Ontology-driven weak supervision for medical entity classification
by Jason A. Fries et al

08-05-2020

MultiCheXNet: A Multi-Task Learning Deep Network For Pneumonia-like Diseases Diagnosis From X-ray Scans
by Abdullah Tarek Farag et al

08-06-2020

Large-time asymptotics in deep learning
by Carlos Esteve et al

08-04-2020

A non-discriminatory approach to ethical deep learning
by Enzo Tartaglione et al

08-05-2020

Differentially Private Accelerated Optimization Algorithms
by Nurdan Kuru et al

08-05-2020

Bayesian Optimization with Machine Learning Algorithms Towards Anomaly Detection
by MohammadNoor Injadat et al

08-04-2020

Context Encoding for Video Retrieval with Contrastive Learning
by Jie Shao et al

08-05-2020

QUBO Formulations for Training Machine Learning Models
by Prasanna Date et al

08-06-2020

Shouted Speech Compensation for Speaker Verification Robust to Vocal Effort Conditions
by Santi Prieto et al

08-06-2020

Functional Regularization for Representation Learning: A Unified Theoretical Perspective
by Siddhant Garg et al

08-06-2020

Mixing-Specific Data Augmentation Techniques for Improved Blind Violin/Piano Source Separation
by Ching-Yu Chiu et al

08-06-2020

Improving the Accuracy of Global Forecasting Models using Time Series Data Augmentation
by Kasun Bandara et al

08-06-2020

Unsupervised Cross-Domain Singing Voice Conversion
by Adam Polyak et al

08-04-2020

Simultaneous Semantic Alignment Network for Heterogeneous Domain Adaptation
by Shuang Li et al

08-06-2020

Neural Complexity Measures
by Yoonho Lee et al

08-06-2020

Improve Generalization and Robustness of Neural Networks via Weight Scale Shifting Invariant Regularizations
by Ziquan Liu et al

08-04-2020

Neuromorphic Computing for Content-based Image Retrieval
by Te-Yuan Liu et al

08-05-2020

Protein Conformational States: A First Principles Bayesian Method
by David M. Rogers

08-05-2020

Adiabatic Quantum Linear Regression
by Prasanna Date et al

08-05-2020

A feature-supervised generative adversarial network for environmental monitoring during hazy days
by Ke Wang et al

08-04-2020

Multimodality Biomedical Image Registration using Free Point Transformer Networks
by Zachary M. C. Baum et al

08-04-2020

Multiple Code Hashing for Efficient Image Retrieval
by Ming-Wei Li et al

08-05-2020

Machine Learning in Nano-Scale Biomedical Engineering
by Alexandros-Apostolos A. Boulogeorgos et al

08-04-2020

Structural Plan of Indoor Scenes with Personalized Preferences
by Xinhan Di et al

08-06-2020

Improving on-device speaker verification using federated learning with privacy
by Filip Granqvist et al

08-04-2020

Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap
by Lingxi Xie et al

08-06-2020

Training DNN Model with Secret Key for Model Protection
by MaungMaung AprilPyone et al

08-04-2020

Two-Stage Deep Learning for Accelerated 3D Time-of-Flight MRA without Matched Training Data
by Hyungjin Chung et al

08-04-2020

PDE-Driven Spatiotemporal Disentanglement
by Jérémie Donà et al

08-04-2020

Generalization Guarantees for Multi-Modal Imitation Learning
by Allen Z. Ren et al

08-06-2020

Learned convex regularizers for inverse problems
by Subhadip Mukherjee et al

08-04-2020

Memory Efficient Class-Incremental Learning for Image Classification
by Hanbin Zhao et al

08-06-2020

Learning Sampling in Financial Statement Audits using Vector Quantised Autoencoder Neural Networks
by Marco Schreyer et al

08-05-2020

Follow the Object: Curriculum Learning for Manipulation Tasks with Imagined Goals
by Ozsel Kilinc et al

08-04-2020

Stabilizing Deep Tomographic Reconstruction Networks
by Weiwen Wu et al

08-05-2020

Contrastive Variational Model-Based Reinforcement Learning for Complex Observations
by Xiao Ma et al

08-04-2020

Applying Incremental Deep Neural Networks-based Posture Recognition Model for Injury Risk Assessment in Construction
by Junqi Zhao et al

08-07-2020

Investigating maximum likelihood based training of infinite mixtures for uncertainty quantification
by Sina Däubener et al

08-04-2020

Graph Neural Networks: Architectures, Stability and Transferability
by Luana Ruiz et al

08-05-2020

Active Perception using Light Curtains for Autonomous Driving
by Siddharth Ancha et al

08-04-2020

Class-Incremental Domain Adaptation
by Jogendra Nath Kundu et al

08-04-2020

Shallow Univariate ReLu Networks as Splines: Initialization, Loss Surface, Hessian, & Gradient Flow Dynamics
by Justin Sahs et al

08-04-2020

Graph Neural Networks with Low-rank Learnable Local Filters
by Xiuyuan Cheng et al

08-04-2020

Controlling Information Capacity of Binary Neural Network
by Dmitry Ignatov et al

08-06-2020

From Connectomic to Task-evoked Fingerprints: Individualized Prediction of Task Contrasts from Resting-state Functional Connectivity
by Gia H. Ngo et al

08-04-2020

More Than Privacy: Applying Differential Privacy in Key Areas of Artificial Intelligence
by Tianqing Zhu et al

08-06-2020

Bootstrapping Neural Processes
by Juho Lee et al

08-06-2020

Forecasting Photovoltaic Power Production using a Deep Learning Sequence to Sequence Model with Attention
by Elizaveta Kharlova et al

08-04-2020

Online Continual Learning under Extreme Memory Constraints
by Enrico Fini et al

08-06-2020

Exchangeable Neural ODE for Set Modeling
by Yang Li et al

08-06-2020

Webly Supervised Semantic Embeddings for Large Scale Zero-Shot Learning
by Yannick Le Cacheux et al

08-06-2020

Diagnosis of Autism in Children using Facial Analysis and Deep Learning
by Madison Beary et al

08-05-2020

Continuous-in-Depth Neural Networks
by Alejandro F. Queiruga et al

08-05-2020

Bayesian learning of orthogonal embeddings for multi-fidelity Gaussian Processes
by Panagiotis Tsilifis et al

08-06-2020

aschern at SemEval-2020 Task 11: It Takes Three to Tango: RoBERTa, CRF, and Transfer Learning
by Anton Chernyavskiy et al

08-06-2020

Fatigue Assessment using ECG and Actigraphy Sensors
by Yang Bai et al

08-06-2020

Notes on the Behavior of MC Dropout
by Francesco Verdoja et al

08-04-2020

Exact, Parallelizable Dynamic Time Warping Alignment with Linear Memory
by Christopher Tralie et al

08-05-2020

Duality Diagram Similarity: a generic framework for initialization selection in task transfer learning
by Kshitij Dwivedi et al

08-07-2020

The Ensemble Method for Thorax Diseases Classification
by Bayu A. Nugroho

08-06-2020

A Novel Video Salient Object Detection Method via Semi-supervised Motion Quality Perception
by Chenglizhao Chen et al

08-05-2020

6VecLM: Language Modeling in Vector Space for IPv6 Target Generation
by Tianyu Cui et al

08-05-2020

Extracting and Leveraging Nodule Features with Lung Inpainting for Local Feature Augmentation
by Sebastian Guendel et al

08-06-2020

Federated Transfer Learning with Dynamic Gradient Aggregation
by Dimitrios Dimitriadis et al

08-07-2020

Single-stage intake gesture detection using CTC loss and extended prefix beam search
by Philipp V. Rouast et al

08-05-2020

Improving End-to-End Speech-to-Intent Classification with Reptile
by Yusheng Tian et al

08-06-2020

A Deeper Look at Salient Object Detection: Bi-stream Network with a Small Training Dataset
by Zhenyu Wu et al

08-06-2020

Deep Active Learning with Crowdsourcing Data for Privacy Policy Classification
by Wenjun Qiu et al

08-04-2020

Well-Conditioned Methods for Ill-Conditioned Systems: Linear Regression with Semi-Random Noise
by Jerry Li et al

08-06-2020

Assisted Perception: Optimizing Observations to Communicate State
by Siddharth Reddy et al

08-06-2020

Zero-Shot Heterogeneous Transfer Learning from Recommender Systems to Cold-Start Search Retrieval
by Tao Wu et al

08-05-2020

Content based singing voice source separation via strong conditioning using aligned phonemes
by Gabriel Meseguer-Brocal et al

08-04-2020

Reliable Part-of-Speech Tagging of Historical Corpora through Set-Valued Prediction
by Stefan Heid et al

08-06-2020

Improving Explainability of Image Classification in Scenarios with Class Overlap: Application to COVID-19 and Pneumonia
by Edward Verenich et al

08-06-2020

A critical analysis of metrics used for measuring progress in artificial intelligence
by Kathrin Blagec et al

08-06-2020

Dual Convolutional Neural Networks for BreastMass Segmentation and Diagnosis inMammography
by Heyi Li et al

08-07-2020

Optimizing Information Loss Towards Robust Neural Networks
by Philip Sperl et al

08-05-2020

Robust Tensor Principal Component Analysis: Exact Recovery via Deterministic Model
by Bo Shen et al

08-05-2020

Better Fine-Tuning by Reducing Representational Collapse
by Armen Aghajanyan et al

08-06-2020

Aaltos End-to-End DNN systems for the INTERSPEECH 2020 Computational Paralinguistics Challenge
by Tamás Grósz et al

08-05-2020

A Causal-based Framework for Multimodal Multivariate Time Series Validation Enhanced by Unsupervised Deep Learning as an Enabler for Industry 4.0
by Cedric Schockaert

08-04-2020

Prompt Agnostic Essay Scorer: A Domain Generalization Approach to Cross-prompt Automated Essay Scoring
by Robert Ridley et al

08-06-2020

The Emergence of Adversarial Communication in Multi-Agent Reinforcement Learning
by Jan Blumenkamp et al

08-07-2020

Polynomial-time algorithms for Multimarginal Optimal Transport problems with structure
by Jason M. Altschuler et al

08-07-2020

Associative Partial Domain Adaptation
by Youngeun Kim et al

08-06-2020

Iterative Pre-Conditioning for Expediting the Gradient-Descent Method: The Distributed Linear Least-Squares Problem
by Kushal Chakrabarti et al

08-04-2020

A divide-and-conquer algorithm for quantum state preparation
by Israel F. Araujo et al

08-06-2020

Unravelling the Architecture of Membrane Proteins with Conditional Random Fields
by Lior Lukov et al

08-04-2020

Physics-informed Tensor-train ConvLSTM for Volumetric Velocity Forecasting
by Yu Huang et al

08-06-2020

A Gentle Lecture Note on Filtrations in Reinforcement Learning
by W. J. A. van Heeswijk

08-07-2020

Convolutional Complex Knowledge Graph Embeddings
by Caglar Demir et al

08-05-2020

A Sharp Blockwise Tensor Perturbation Bound for Orthogonal Iteration
by Yuetian Luo et al

08-05-2020

Annealing Genetic GAN for Minority Oversampling
by Jingyu Hao et al

08-04-2020

Analytic Characterization of the Hessian in Shallow ReLU Models: A Tale of Symmetry
by Yossi Arjevani et al

08-07-2020

A boosted outlier detection method based on the spectrum of the Laplacian matrix of a graph
by Nicolas Cofre

08-06-2020

ReLU nets adapt to intrinsic dimensionality beyond the target domain
by Alexander Cloninger et al

08-04-2020

Timbre latent space: exploration and creative aspects
by Antoine Caillon et al

08-04-2020

Peer-inspired Student Performance Prediction in Interactive Online Question Pools with Graph Neural Network
by Haotian Li et al

08-04-2020

Can Adversarial Weight Perturbations Inject Neural Backdoors?
by Siddhant Garg et al

08-07-2020

Image Transformation Network for Privacy-Preserving Deep Neural Networks and Its Security Evaluation
by Hiroki Ito et al

08-07-2020

Spacecraft Collision Avoidance Challenge: design and results of a machine learning competition
by Thomas Uriot et al

08-05-2020

Neural Loop Combiner: Neural Network Models for Assessing the Compatibility of Loops
by Bo-Yu Chen et al

08-04-2020

COVID-19 in CXR: from Detection and Severity Scoring to Patient Disease Monitoring
by Rula Amer et al

08-06-2020

Communication-Efficient and Distributed Learning Over Wireless Networks: Principles and Applications
by Jihong Park et al

08-04-2020

Out-of-Distribution Generalization with Maximal Invariant Predictor
by Masanori Koyama et al

08-06-2020

A Multilingual Neural Machine Translation Model for Biomedical Data
by Alexandre Bérard et al

08-07-2020

A Technique for Determining Relevance Scores of Process Activities using Graph-based Neural Networks
by Matthias Stierle et al

08-05-2020

Meta Continual Learning via Dynamic Programming
by R. Krishnan et al

08-06-2020

Which Kind Is Better in Open-domain Multi-turn Dialog,Hierarchical or Non-hierarchical Models? An Empirical Study
by Tian Lan et al

08-05-2020

FRMDN: Flow-based Recurrent Mixture Density Network
by Seyedeh Fatemeh Razavi et al

08-06-2020

Multi-source Heterogeneous Domain Adaptation with Conditional Weighting Adversarial Network
by Yuan Yao et al

08-05-2020

Optimizing AD Pruning of Sponsored Search with Reinforcement Learning
by Yijiang Lian et al

08-04-2020

Learning from a Complementary-label Source Domain: Theory and Algorithms
by Yiyang Zhang et al

08-05-2020

Projecting to Manifolds via Unsupervised Learning
by Howard Heaton et al

08-05-2020

Fast Adaptive Task Offloading in Edge Computing based on Meta Reinforcement Learning
by Jin Wang et al

08-05-2020

Jointly Sparse Signal Recovery and Support Recovery via Deep Learning with Applications in MIMO-based Grant-Free Random Access
by Ying Cui et al

08-07-2020

Oversampling Adversarial Network for Class-Imbalanced Fault Diagnosis
by Masoumeh Zareapoor et al

08-06-2020

Exploring Rich and Efficient Spatial Temporal Interactions for Real Time Video Salient Object Detection
by Chenglizhao Chen et al

08-06-2020

Attentive Fusion Enhanced Audio-Visual Encoding for Transformer Based Robust Speech Recognition
by Liangfa Wei et al

08-04-2020

Generative Ensemble-Regression: Learning Stochastic Dynamics from Discrete Particle Ensemble Observations
by Liu Yang et al

08-04-2020

Simple Modulo can Significantly Outperform Deep Learning-based Deepcode
by Assaf Ben-Yishai et al

08-04-2020

A Relearning Approach to Reinforcement Learning for Control of Smart Buildings
by Avisek Naug et al

08-04-2020

PowerGossip: Practical Low-Rank Communication Compression in Decentralized Deep Learning
by Thijs Vogels et al

08-06-2020

Machine Learning Based Framework for Estimation of Data Center Power Using Acoustic Side Channel
by Mohsen Karimi et al

08-06-2020

Stronger and Faster Wasserstein Adversarial Attacks
by Kaiwen Wu et al

08-04-2020

Faithful Autoencoder Interpolation by Shaping the Latent Space
by Alon Oring et al

08-05-2020

GloDyNE: Global Topology Preserving Dynamic Network Embedding
by Chengbin Hou et al

08-06-2020

Few Shot Learning Framework to Reduce Inter-observer Variability in Medical Images
by Sohini Roychowdhury

08-06-2020

Modeling of time series using random forests: theoretical developments
by Richard A. Davis et al

08-04-2020

Sketching Datasets for Large-Scale Learning (long version)
by Rémi Gribonval et al

08-07-2020

Quantum State Tomography with Conditional Generative Adversarial Networks
by Shahnawaz Ahmed et al

08-07-2020

Towards Sample Efficient Agents through Algorithmic Alignment
by Mingxuan Li

08-04-2020

Exploring Variational Deep Q Networks
by A. H. Bell-Thomas

08-05-2020

Data Cleansing with Contrastive Learning for Vocal Note Event Annotations
by Gabriel Meseguer-Brocal et al

08-07-2020

Incremental Text to Speech for Neural Sequence-to-Sequence Models using Reinforcement Learning
by Devang S Ram Mohan et al

08-07-2020

SemEval-2020 Task 10: Emphasis Selection for Written Text in Visual Media
by Amirreza Shirani et al

08-07-2020

Perception Score, A Learned Metric for Open-ended Text Generation Evaluation
by Jing Gu et al

08-04-2020

Learning Transition Models with Time-delayed Causal Relations
by Junchi Liang et al

08-05-2020

Densely Connected Residual Network for Attack Recognition
by Peilun Wu et al

08-06-2020

UBER-GNN: A User-Based Embeddings Recommendation based on Graph Neural Networks
by Bo Huang et al

08-04-2020

Integrated Traffic Simulation-Prediction System using Neural Networks with Application to the Los Angeles International Airport Road Network
by Yihang Zhang et al

08-06-2020

Learning Insulin-Glucose Dynamics in the Wild
by Andrew C. Miller et al

08-06-2020

Can Smartphone Co-locations Detect Friendship? ItDepends How You Model It
by Momin M. Malik et al

08-06-2020

Multi-speaker Text-to-speech Synthesis Using Deep Gaussian Processes
by Kentaro Mitsui et al

08-07-2020

Fractal Gaussian Networks: A sparse random graph model based on Gaussian Multiplicative Chaos
by Subhroshekhar Ghosh et al

08-07-2020

Evaluating probabilistic classifiers: Reliability diagrams and score decompositions revisited
by Timo Dimitriadis et al

08-04-2020

TREND: Transferability based Robust ENsemble Design
by Deepak Ravikumar et al

08-04-2020

Channel Estimation for RIS-Empowered Multi-User MISO Wireless Communications
by Li Wei et al

08-04-2020

DAEMON: Dataset-Agnostic Explainable Malware Classification Using Multi-Stage Feature Mining
by Ron Korine et al

08-04-2020

Deep Inverse Q-learning with Constraints
by Gabriel Kalweit et al

08-04-2020

Explainable Predictive Process Monitoring
by Riccardo Galanti et al

08-05-2020

Learning from Sparse Demonstrations
by Wanxin Jin et al

08-07-2020

A Review on Modern Computational Optimal Transport Methods with Applications in Biomedical Research
by Jingyi Zhang et al

08-05-2020

TPG-DNN: A Method for User Intent Prediction Based on Total Probability Formula and GRU Loss with Multi-task Learning
by Jingxing Jiang et al

08-07-2020

Perfect Reconstruction of Sparse Signals via Greedy Monte-Carlo Search
by Kao Hayash et al

08-04-2020

On Feature Relevance Uncertainty: A Monte Carlo Dropout Sampling Approach
by Kai Fabi et al

08-06-2020

Benign Overfitting and Noisy Features
by Zhu Li et al

08-06-2020

Iterative Compression of End-to-End ASR Model using AutoML
by Abhinav Mehrotra et al

08-06-2020

Graph Wasserstein Correlation Analysis for Movie Retrieval
by Xueya Zhang et al

08-06-2020

Concentration Bounds for Co-occurrence Matrices of Markov Chains
by Jiezhong Qiu et al

08-07-2020

Scalable Low-Rank Autoregressive Tensor Learning for Spatiotemporal Traffic Data Imputation
by Xinyu Chen et al

08-04-2020

Neural Granular Sound Synthesis
by Adrien Bitton et al

08-07-2020

A Machine of Few Words -- Interactive Speaker Recognition with Reinforcement Learning
by Mathieu Seurin et al

08-04-2020

Real-Time Cleaning and Refinement of Facial Animation Signals
by Eloïse Berson et al

08-06-2020

A Transfer Learning Method for Speech Emotion Recognition from Automatic Speech Recognition
by Sitong Zhou et al

08-05-2020

Outlier detection in non-elliptical data by kernel MRCD
by Joachim Schreurs et al

08-05-2020

BATS: A Spectral Biclustering Approach to Single Document Topic Modeling and Segmentation
by Sirui Wang et al

08-07-2020

BAT.jl -- A Julia-based tool for Bayesian inference
by Oliver Schulz et al

08-05-2020

A Novel Method For Designing Transferable Soft Sensors And Its Application
by Hossein Shahabadi Farahani et al

08-04-2020

Detecting ulcerative colitis from colon samples using efficient feature selection and machine learning
by Hanieh Marvi Khorasani et al

08-04-2020

Community detection in sparse latent space models
by Fengnan Gao et al

08-04-2020

A Machine Learning Approach for Modelling Parking Duration in Urban Land-use
by Janak Parmar et al

08-05-2020

Fuzzy Jaccard Index: A robust comparison of ordered lists
by Matej Petković et al

08-04-2020

The Strategic Perceptron
by Saba Ahmadi et al

08-04-2020

Inducing game rules from varying quality game play
by Alastair Flynn

08-05-2020

Tera-SLASH: A Distributed Energy-Efficient MPI based LSH System for Tera-Scale Similarity Search
by Nicholas Meisburger et al

08-07-2020

SafePILCO: a software tool for safe and data-efficient policy synthesis
by Kyriakos Polymenakos et al

08-07-2020

Manifold-adaptive dimension estimation revisited
by Zsigmond Benkő et al

08-06-2020

MiNet: Mixed Interest Network for Cross-Domain Click-Through Rate Prediction
by Wentao Ouyang et al

08-07-2020

Individual Treatment Effect Estimation in a Low Compliance Setting
by Thibaud Rahier et al

08-04-2020

Faded-Experience Trust Region Policy Optimization for Model-Free Power Allocation in Interference Channel
by Mohammad G. Khoshkholgh et al

08-04-2020

Space-filling Curves for High-performance Data Mining
by Christian Böhm

08-06-2020

Respiratory Sound Classification Using Long-Short Term Memory
by Chelsea Villanueva et al

08-04-2020

Helix: Algorithm/Architecture Co-design for Accelerating Nanopore Genome Base-calling
by Qian Lou et al

08-04-2020

Structure Learning from Related Data Sets with a Hierarchical Bayesian Score
by Laura Azzimonti et al

08-06-2020

Mesh sampling and weighting for the hyperreduction of nonlinear Petrov-Galerkin reduced-order models with local reduced-order bases
by Sebastian Grimberg et al

08-04-2020

Learning Power Control from a Fixed Batch of Data
by Mohammad G. Khoshkholgh et al

08-04-2020

E-Tree Learning: A Novel Decentralized Model Learning Framework for Edge AI
by Lei Yang et al

08-04-2020

Distributed Non-Negative Tensor Train Decomposition
by Manish Bhattarai et al

08-06-2020

Demand Response For Residential Uses: A Data Analytics Approach
by Abdelkareem Jaradat et al

08-05-2020

A nudged hybrid analysis and modeling approach for realtime wake-vortex transport and decay prediction
by Shady Ahmed et al

08-04-2020

Convex and Nonconvex Optimization Are Both Minimax-Optimal for Noisy Blind Deconvolution
by Yuxin Chen et al

 
Craig Smith