2021.5.3 Learning papers

04-28-2021	A Generalized Projected Bellman Error for Off-policy Value Estimation in Reinforcement Learning by Andrew Patterson et al
04-29-2021	Online certification of preference-based fairness for personalized recommender systems by Virginie Do et al
04-27-2021	Detection of Signal in the Spiked Rectangular Models by Ji Hyung Jung et al
04-29-2021	End-to-End Speech Recognition from Federated Acoustic Models by Yan Gao et al
04-29-2021	Experts, Errors, and Context: A Large-Scale Study of Human Evaluation for Machine Translation by Markus Freitag et al
04-30-2021	Memory-Efficient Deep Learning Inference in Trusted Execution Environments by Jean-Baptiste Truong et al
04-28-2021	Machine Learning based System for Vessel Turnaround Time Prediction by Dejan Stepec et al
04-30-2021	Latent Factor Decomposition Model: Applications for Questionnaire Data by Connor J. McLaughlin et al
04-28-2021	Autoregressive Dynamics Models for Offline Policy Evaluation and Optimization by Michael R. Zhang et al
04-29-2021	Search Algorithms for Automated Hyper-Parameter Tuning by Leila Zahedi et al
04-29-2021	SYNFIX: Automatically Fixing Syntax Errors using Compiler Diagnostics by Toufique Ahmed et al
04-29-2021	Using Meta Reinforcement Learning to Bridge the Gap between Simulation and Experiment in Energy Demand Response by Doseok Jang et al
04-29-2021	Analytical bounds on the local Lipschitz constants of ReLU networks by Trevor Avant et al
04-28-2021	Simplified Kalman filter for online rating: one-fits-all approach by Leszek Szczecinski et al
04-28-2021	Nonlinear Level Set Learning for Function Approximation on Sparse Data with Applications to Parametric Differential Equations by Anthony Gruber et al
04-29-2021	Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Estimation from Incomplete Measurements by Tian Tong et al
04-28-2021	Unsupervised Detection of Cancerous Regions in Histology Imagery using Image-to-Image Translation by Dejan Stepec et al
04-27-2021	An optical neural network using less than 1 photon per multiplication by Tianyu Wang et al
04-28-2021	Continual Learning Approach for Improving the Data and Computation Mapping in Near-Memory Processing System by Pritam Majumder et al
04-27-2021	A Scalable and Reproducible System-on-Chip Simulation for Reinforcement Learning by Tegg Taekyong Sung et al
04-27-2021	Efficient channel charting via phase-insensitive distance computation by Luc Le Magoarou
04-27-2021	Robust Classification via Support Vector Machines by Vali Asimit et al
04-27-2021	Deep 3D-to-2D Watermarking: Embedding Messages in 3D Meshes and Extracting Them from 2D Renderings by Innfarn Yoo et al
04-28-2021	Information Interaction Profile of Choice Adoption by Gaël Poux-Médard et al
04-29-2021	Constructions in combinatorics via neural networks by Adam Zsolt Wagner
04-30-2021	Post-training deep neural network pruning via layer-wise calibration by Ivan Lazarevich et al
04-29-2021	Meta-learning using privileged information for dynamics by Ben Day et al
04-27-2021	The Role of General Intelligence in Mathematical Reasoning by Aviv Keren
04-29-2021	RECKONition: a NLP-based system for Industrial Accidents at Work Prevention by Patrizia Agnello et al
04-28-2021	Causes of Effects: Learning individual responses from population data by Scott Mueller et al
04-29-2021	ReLearn: A Robust Machine Learning Framework in Presence of Missing Data for Multimodal Stress Detection from Physiological Signals by Arman Iranfar et al
04-28-2021	Learning deep autoregressive models for hierarchical data by Carl R. Andersson et al
04-28-2021	Connecting AI Learning and Blockchain Mining in 6G Systems by Yunkai Wei et al
04-28-2021	Modelling Cooperation and Competition in Urban Retail Ecosystems with Complex Network Metrics by Jordan Cambe et al
04-29-2021	Adapting to Reward Progressivity via Spectral Reinforcement Learning by Michael Dann et al
04-27-2021	Fast Distributionally Robust Learning with Variance Reduced Min-Max Optimization by Yaodong Yu et al
04-28-2021	Optimal Stopping via Randomized Neural Networks by Calypso Herrera et al
04-30-2021	Black-box adversarial attacks using Evolution Strategies by Hao Qiu et al
04-30-2021	Event-driven timeseries analysis and the comparison of public reactions on COVID-19 by Md. Khayrul Bashar
04-27-2021	Semi-On-Policy Training for Sample Efficient Multi-Agent Policy Gradients by Bozhidar Vasilev et al
04-30-2021	Action in Mind: A Neural Network Approach to Action Recognition and Segmentation by Zahra Gharaee
04-29-2021	An Axiomatic Theory of Provably-Fair Welfare-Centric Machine Learning by Cyrus Cousins
04-30-2021	Generative Models Improve Radiomics Reproducibility in Low Dose CTs: A Simulation Study by Junhua Chen et al
04-27-2021	FrameExit: Conditional Early Exiting for Efficient Video Recognition by Amir Ghodrati et al
04-27-2021	Generating Lead Sheets with Affect: A Novel Conditional seq2seq Framework by Dimos Makris et al
04-28-2021	Seeing All the Angles: Learning Multiview Manipulation Policies for Contact-Rich Tasks from Demonstrations by Trevor Ablett et al
04-29-2021	A block-sparse Tensor Train Format for sample-efficient high-dimensional Polynomial Regression by Michael Götte et al
04-28-2021	Symbolic Abstractions From Data: A PAC Learning Approach by Alex Devonport et al
04-29-2021	Maximum Entropy Inverse Reinforcement Learning for Mean Field Games by Yang Chen et al
04-27-2021	Confined Gradient Descent: Privacy-preserving Optimization for Federated Learning by Yanjun Zhang et al
04-28-2021	Twins: Revisiting Spatial Attention Design in Vision Transformers by Xiangxiang Chu et al
04-28-2021	Analyzing the Nuances of Transformers Polynomial Simplification Abilities by Vishesh Agarwal et al
04-27-2021	SocialAI 0.1: Towards a Benchmark to Stimulate Research on Socio-Cognitive Abilities in Deep Reinforcement Learning Agents by Grgur Kovač et al
04-29-2021	Genotype-Guided Radiomics Signatures for Recurrence Prediction of Non-Small-Cell Lung Cancer by Panyanat Aonpong et al
04-29-2021	What Are Bayesian Neural Network Posteriors Really Like? by Pavel Izmailov et al
04-27-2021	End-to-End Video-To-Speech Synthesis using Generative Adversarial Networks by Rodrigo Mira et al
04-29-2021	Optimal training of variational quantum algorithms without barren plateaus by Tobias Haug et al
04-29-2021	Photonic co-processors in HPC: using LightOn OPUs for Randomized Numerical Linear Algebra by Daniel Hesslow et al
04-27-2021	Sifting out the features by pruning: Are convolutional networks the winning lottery ticket of fully connected ones? by Franco Pellegrini et al
04-29-2021	What is Going on Inside Recurrent Meta Reinforcement Learning Agents? by Safa Alver et al
04-27-2021	The Hessian Screening Rule by Johan Larsson et al
04-27-2021	Semi-supervised Superpixel-based Multi-Feature Graph Learning for Hyperspectral Image Data by Madeleine Kotzagiannidis et al
04-28-2021	Dynamical prediction of two meteorological factors using the deep neural network and the long short-term memory (2)(2) by Ki-Hong Shin et al
04-27-2021	Do Feature Attribution Methods Correctly Attribute Features? by Yilun Zhou et al
04-29-2021	Heterogeneous electronic medical record representation for similarity computing by Hoda Memarzadeh et al
04-28-2021	End-to-End Approach for Recognition of Historical Digit Strings by Mengqiao Zhao et al
04-29-2021	ELF-VC: Efficient Learned Flexible-Rate Video Coding by Oren Rippel et al
04-27-2021	Phenotyping OSA: a time series analysis using fuzzy clustering and persistent homology by Prachi Loliencar et al
04-28-2021	Distributional Gaussian Process Layers for Outlier Detection in Image Segmentation by Sebastian G. Popescu et al
04-28-2021	A Study of the Mathematics of Deep Learning by Anirbit Mukherjee
04-27-2021	Simple yet Sharp Sensitivity Analysis for Unmeasured Confounding by Jose M. Peña
04-28-2021	A Reinforcement Learning Environment for Polyhedral Optimizations by Alexander Brauckmann et al
04-27-2021	Unsupervised Deep Manifold Attributed Graph Embedding by Zelin Zang et al
04-30-2021	Ranking the information content of distance measures by Aldo Glielmo et al
04-27-2021	Multi-scale Deep Learning Architecture for Nucleus Detection in Renal Cell Carcinoma Microscopy Image by Shiba Kuanar et al
04-27-2021	AMSS-Net: Audio Manipulation on User-Specified Sources with Textual Queries by Woosung Choi et al
04-30-2021	PSEUDo: Interactive Pattern Search in Multivariate Time Series with Locality-Sensitive Hashing and Relevance Feedback by Yuncong Yu et al
04-27-2021	A unified framework for Hamiltonian deep neural networks by Clara L. Galimberti et al
04-29-2021	Learning in Feedforward Neural Networks Accelerated by Transfer Entropy by Adrian Moldovan et al
04-29-2021	Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety by Sebastian Houben et al
04-29-2021	TabAug: Data Driven Augmentation for Enhanced Table Structure Recognition by Umar Khan et al
04-30-2021	Dynamic Slate Recommendation with Gated Recurrent Units and Thompson Sampling by Simen Eide et al
04-30-2021	Divide-and-conquer based Large-Scale Spectral Clustering by Hongmin Li et al
04-29-2021	Differentiable model-based adaptive optics for two-photon microscopy by Ivan Vishniakou et al
04-29-2021	ActNN: Reducing Training Memory Footprint via 2-Bit Activation Compressed Training by Jianfei Chen et al
04-29-2021	Real Negatives Matter: Continuous Training with Real Negatives for Delayed Feedback Modeling by Siyu Gu et al
04-29-2021	Selecting the Points for Training using Graph Centrality by Sandeep CR et al
04-28-2021	Deep Learning Body Region Classification of MRI and CT examinations by Philippe Raffy et al
04-28-2021	Tail-Net: Extracting Lowest Singular Triplets for Big Data Applications by Gurpreet Singh et al
04-27-2021	Visually grounded models of spoken language: A survey of datasets, architectures and evaluation techniques by Grzegorz Chrupała
04-28-2021	MeerCRAB: MeerLICHT Classification of Real and Bogus Transients using Deep Learning by Zafiirah Hosenie et al
04-27-2021	Inductive Program Synthesis over Noisy Datasets using Abstraction Refinement Based Optimization by Shivam Handa et al
04-28-2021	Communication Topology Co-Design in Graph Recurrent Neural Network Based Distributed Control by Fengjun Yang et al
04-28-2021	Semantic Consistency and Identity Mapping Multi-Component Generative Adversarial Network for Person Re-Identification by Amena Khatun et al
04-27-2021	Identifying Hubs in Undergraduate Course Networks Based on Scaled Co-Enrollments: Extended Version by Gary M. Weiss et al
04-29-2021	From Distributed Machine Learning to Federated Learning: A Survey by Ji Liu et al
04-27-2021	An Energy-Based View of Graph Neural Networks by John Y. Shin et al
04-27-2021	Property Inference Attacks on Convolutional Neural Networks: Influence and Implications of Target Models Complexity by Mathias P. M. Parisot et al
04-27-2021	Towards Clinical Encounter Summarization: Learning to Compose Discharge Summaries from Prior Notes by Han-Chin Shing et al
04-29-2021	Rethinking Ensemble-Distillation for Semantic Segmentation Based Unsupervised Domain Adaptation by Chen-Hao Chao et al
04-27-2021	A Review of the Non-Invasive Techniques for Monitoring Different Aspects of Sleep by Zawar Hussain et al
04-30-2021	Black-box Gradient Attack on Graph Neural Networks: Deeper Insights in Graph-based Attack and Defense by Haoxi Zhan et al
04-27-2021	Interpretable Embedding Procedure Knowledge Transfer via Stacked Principal Component Analysis and Graph Neural Network by Seunghyun Lee et al
04-30-2021	Learning Linear Temporal Properties from Noisy Data: A MaxSAT Approach by Jean-Raphaël Gaglione et al
04-29-2021	InsertionNet -- A Scalable Solution for Insertion by Oren Spector et al
04-30-2021	Federated Learning with Fair Averaging by Zheng Wang et al
04-29-2021	Hypernetwork Dismantling via Deep Reinforcement Learning by Dengcheng Yan et al
04-27-2021	Learning low bending and low distortion manifold embeddings by Juliane Braunsmann et al
04-28-2021	NUQSGD: Provably Communication-efficient Data-parallel SGD via Nonuniform Quantization by Ali Ramezani-Kebrya et al
04-27-2021	Autotuning PolyBench Benchmarks with LLVM Clang/Polly Loop Optimization Pragmas Using Bayesian Optimization (extended version) by Xingfu Wu et al
04-29-2021	An Automated Approach for Timely Diagnosis and Prognosis of Coronavirus Disease by Abbas Raza Ali et al
04-28-2021	The Evolution of Rumors on a Closed Platform during COVID-19 by Andrea W Wang et al
04-29-2021	Regret Bounds for Gaussian-Process Optimization in Large Domains by Manuel Wüthrich et al

04-30-2021	Studying the Consistency and Composability of Lottery Ticket Pruning Masks by Rajiv Movva et al
04-30-2021	Predicting Intraoperative Hypoxemia with Joint Sequence Autoencoder Networks by Hanyang Liu et al
04-30-2021	StyleMapGAN: Exploiting Spatial Dimensions of Latent in GAN for Real-time Image Editing by Hyunsu Kim et al
04-28-2021	Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples by Mahmoud Assran et al
04-27-2021	Explaining in Style: Training a GAN to explain a classifier in StyleSpace by Oran Lang et al
04-27-2021	SrvfNet: A Generative Network for Unsupervised Multiple Diffeomorphic Shape Alignment by Elvis Nunez et al
04-28-2021	Finding High-Value Training Data Subset through Differentiable Convex Programming by Soumi Das et al
04-28-2021	FastAdaBelief: Improving Convergence Rate for Belief-based Adaptive Optimizer by Strong Convexity by Yangfan Zhou et al
04-29-2021	Generalization Guarantees for Neural Architecture Search with Train-Validation Split by Samet Oymak et al
04-28-2021	Diversity-Aware Batch Active Learning for Dependency Parsing by Tianze Shi et al
04-27-2021	Text Generation with Deep Variational GAN by Mahmoud Hossam et al
04-28-2021	A comparative study of neural network techniques for automatic software vulnerability detection by Gaigai Tang et al
04-27-2021	UniTE -- The Best of Both Worlds: Unifying Function-Fitting and Aggregation-Based Approaches to Travel Time and Travel Speed Estimation by Tobias Skovgaard Jepsen et al
04-29-2021	Leveraging Online Shopping Behaviors as a Proxy for Personal Lifestyle Choices: New Insights into Chronic Disease Prevention Literacy by Yongzhen Wang et al
04-30-2021	Crackle Detection In Lung Sounds Using Transfer Learning And Multi-Input Convolitional Neural Networks by Truc Nguyen et al
04-28-2021	Societal Biases in Retrieved Contents: Measurement Framework and Adversarial Mitigation for BERT Rankers by Navid Rekabsaz et al
04-30-2021	On In-network learning. A Comparative Study with Federated and Split Learning by Matei Moldoveanu et al
04-29-2021	Fast Convex Quadratic Optimization Solvers with Adaptive Sketching-based Preconditioners by Jonathan Lacotte et al
04-29-2021	Human strategic decision making in parametrized games by Sam Ganzfried
04-29-2021	Biased Edge Dropout for Enhancing Fairness in Graph Representation Learning by Indro Spinelli et al
04-28-2021	SMLSOM: The shrinking maximum likelihood self-organizing map by Ryosuke Motegi et al
04-28-2021	Personalized Keyphrase Detection using Speaker and Environment Information by Rajeev Rikhye et al
04-27-2021	Detection of Fake Users in SMPs Using NLP and Graph Embeddings by Manojit Chakraborty et al
04-27-2021	Graph Neural Networks for Traffic Forecasting by João Rico et al
04-29-2021	Hand Gesture Recognition Based on a Nonconvex Regularization by Jing Qin et al
04-28-2021	Deep Domain Generalization with Feature-norm Network by Mohammad Mahfujur Rahman et al
04-30-2021	BERT Meets Relational DB: Contextual Representations of Relational Databases by Siddhant Arora et al
04-30-2021	Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution by Fuxian Li et al
04-30-2021	Learning for Detecting Norm Violation in Online Communities by Thiago Freitas dos Santos et al
04-30-2021	Decentralized Swarm Collision Avoidance for Quadrotors via End-to-End Reinforcement Learning by Ramzi Ourari et al
04-27-2021	Improved and Efficient Text Adversarial Attacks using Target Information by Mahmoud Hossam et al
04-29-2021	Fine-grained Generalization Analysis of Vector-valued Learning by Liang Wu et al
04-30-2021	Continuous black-box optimization with quantum annealing and random subspace coding by Syun Izawa et al
04-28-2021	EmergencyNet: Efficient Aerial Image Classification for Drone-Based Emergency Monitoring Using Atrous Convolutional Feature Fusion by Christos Kyrkou et al
04-28-2021	Reward (Mis)design for Autonomous Driving by W. Bradley Knox et al
04-27-2021	Multi-view Deep One-class Classification: A Systematic Exploration by Siqi Wang et al
04-27-2021	Structured Sparse Non-negative Matrix Factorization with L20-Norm for scRNA-seq Data Analysis by Wenwen Min et al
04-28-2021	Pose-driven Attention-guided Image Generation for Person Re-Identification by Amena Khatun et al
04-28-2021	Deep Learning for Rheumatoid Arthritis: Joint Detection and Damage Scoring in X-rays by Krzysztof Maziarz et al
04-27-2021	Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges by Michael M. Bronstein et al
04-30-2021	Explanation-Based Human Debugging of NLP Models: A Survey by Piyawat Lertvittayakumjorn et al
04-27-2021	A Survey on Neural Recommendation: From Collaborative Filtering to Content and Context Enriched Recommendation by Le Wu et al
04-30-2021	Automatically Differentiable Quantum Circuit for Many-qubit State Preparation by Peng-Fei Zhou et al
04-30-2021	TREND: Truncated Generalized Normal Density Estimation of Inception Embeddings for Accurate GAN Evaluation by Junghyuk Lee et al
04-27-2021	Early Classification of Time Series is Meaningful by Youssef Achenchabe et al
04-28-2021	Algorithmic Factors Influencing Bias in Machine Learning by William Blanzeisky et al
04-28-2021	Discovery of slow variables in a class of multiscale stochastic systems via neural networks by Przemyslaw Zielinski et al
04-30-2021	Active WeaSuL: Improving Weak Supervision with Active Learning by Samantha Biegel et al
04-27-2021	Adaptive Adversarial Training for Meta Reinforcement Learning by Shiqi Chen et al
04-28-2021	Time Series Forecasting of New Cases and New Deaths Rate for COVID-19 using Deep Learning Methods by Nooshin Ayoobi et al
04-28-2021	Feasibility-based Fixed Point Networks by Howard Heaton et al
04-28-2021	End-to-End Intersection Handling using Multi-Agent Deep Reinforcement Learning by Alessandro Paolo Capasso et al
04-28-2021	Preserving Earlier Knowledge in Continual Learning with the Help of All Previous Feature Extractors by Zhuoyun Li et al
04-28-2021	MelBERT: Metaphor Detection via Contextualized Late Interaction using Metaphorical Identification Theories by Minjin Choi et al
04-27-2021	Building-GAN: Graph-Conditioned Architectural Volumetric Design Generation by Kai-Hung Chang et al
04-28-2021	Preserving Semantic Consistency in Unsupervised Domain Adaptation Using Generative Adversarial Networks by Mohammad Mahfujur Rahman et al
04-28-2021	Sum-of-norms clustering does not separate nearby balls by Alexander Dunlap et al
04-30-2021	Low-Rank Autoregressive Tensor Completion for Spatiotemporal Traffic Data Imputation by Xinyu Chen et al
04-29-2021	Graph-Embedded Subspace Support Vector Data Description by Fahad Sohrab et al
04-29-2021	Generalized Linear Models with Structured Sparsity Estimators by Mehmet Caner
04-30-2021	Improved Matrix Gaussian Mechanism for Differential Privacy by Jungang Yang et al
04-30-2021	Deep learning neural networks for the third-order nonlinear Schrodinger equation: Solitons, breathers, and rogue waves by Zijian Zhou et al
04-29-2021	A Novel Look at LIDAR-aided Data-driven mmWave Beam Selection by Matteo Zecchin et al
04-29-2021	Eliminating Multicollinearity Issues in Neural Network Ensembles: Incremental, Negatively Correlated, Optimal Convex Blending by Pola Lydia Lagari et al
04-28-2021	Analysis of Legal Documents via Non-negative Matrix Factorization Methods by Ryan Budahazy et al
04-29-2021	Cluster-driven Graph Federated Learning over Multiple Domains by Debora Caldarola et al
04-29-2021	Scalable Semi-supervised Landmark Localization for X-ray Images using Few-shot Deep Adaptive Graph by Xiao-Yun Zhou et al
04-29-2021	AttendSeg: A Tiny Attention Condenser Neural Network for Semantic Segmentation on the Edge by Xiaoyu Wen et al
04-29-2021	The Logic of Graph Neural Networks by Martin Grohe
04-27-2021	Network Embedding via Deep Prediction Model by Xin Sun et al
04-27-2021	One Backward from Ten Forward, Subsampling for Large-Scale Deep Learning by Chaosheng Dong et al
04-30-2021	A Riemannian Newton Trust-Region Method for Fitting Gaussian Mixture Models by Lena Sembach et al
04-27-2021	Initializing LSTM internal states via manifold learning by Felix P. Kemeth et al
04-30-2021	Determining Chess Game State From an Image by Georg Wölflein et al
04-28-2021	PyTorch Tabular: A Framework for Deep Learning with Tabular Data by Manu Joseph
04-27-2021	Policy Manifold Search: Exploring the Manifold Hypothesis for Diversity-based Neuroevolution by Nemanja Rakicevic et al
04-29-2021	Stable Online Control of Linear Time-Varying Systems by Guannan Qu et al
04-30-2021	Deep learning with self-supervision and uncertainty regularization to count fish in underwater images by Penny Tarling et al
04-29-2021	Stochastic Mirror Descent for Low-Rank Tensor Decomposition Under Non-Euclidean Losses by Wenqiang Pu et al
04-27-2021	Discovering nonlinear resonances through physics-informed machine learning by G. D. Barmparis et al
04-29-2021	You Can Still Achieve Fairness Without Sensitive Attributes: Exploring Biases in Non-Sensitive Features by Tianxiang Zhao et al
04-29-2021	PPFL: Privacy-preserving Federated Learning with Trusted Execution Environments by Fan Mo et al
04-29-2021	Privacy-Preserving Federated Learning on Partitioned Attributes by Shuang Zhang et al
04-29-2021	Pre-training of Deep RL Agents for Improved Learning under Domain Randomization by Artemij Amiranashvili et al
04-27-2021	Towards Fair Federated Learning with Zero-Shot Data Augmentation by Weituo Hao et al
04-29-2021	Adversarial Multi-task Learning Enhanced Physics-informed Neural Networks for Solving Partial Differential Equations by Pongpisit Thanasutives et al
04-28-2021	Dynamic Mode Decomposition in Adaptive Mesh Refinement and Coarsening Simulations by Gabriel F. Barros et al
04-30-2021	Faster Meta Update Strategy for Noise-Robust Deep Learning by Youjiang Xu et al
04-29-2021	Modelling Urban Dynamics with Multi-Modal Graph Convolutional Networks by Krittika D'Silva et al
04-27-2021	A Dual Process Model for Optimizing Cross Entropy in Neural Networks by Stefan Jaeger
04-28-2021	Universal Consistency of Decision Trees for High Dimensional Additive Models by Jason M. Klusowski
04-30-2021	Forming Ensembles at Runtime: A Machine Learning Approach by Tomáš Bureš et al
04-30-2021	A User-Guided Bayesian Framework for Ensemble Feature Selection in Life Science Applications (UBayFS) by Anna Jenul et al
04-30-2021	On Stochastic Moving-Average Estimators for Non-Convex Optimization by Zhishuai Guo et al
04-28-2021	Reconstructing nodal pressures in water distribution systems with graph neural networks by Gergely Hajgató et al
04-27-2021	Predicting traffic signals on transportation networks using spatio-temporal correlations on graphs by Semin Kwak et al
04-27-2021	Extending Isolation Forest for Anomaly Detection in Big Data via K-Means by Md Tahmid Rahman Laskar et al
04-27-2021	Structure-Aware Hierarchical Graph Pooling using Information Bottleneck by Kashob Kumar Roy et al
04-30-2021	Interpretability of Epidemiological Models : The Curse of Non-Identifiability by Ayush Deva et al
04-29-2021	MongeNet: Efficient Sampler for Geometric Deep Learning by Léo Lebrat et al
04-29-2021	Ensembling with Deep Generative Views by Lucy Chai et al
04-28-2021	Optimizing Rescoring Rules with Interpretable Representations of Long-Term Information by Aaron Fisher
04-29-2021	A Large-Scale Study on Unsupervised Spatiotemporal Representation Learning by Christoph Feichtenhofer et al
04-27-2021	MULTIMODAL ANALYSIS: Informed content estimation and audio source separation by Gabriel Meseguer-Brocal
04-29-2021	Flattening Multiparameter Hierarchical Clustering Functors by Dan Shiebler
04-27-2021	Node Embedding using Mutual Information and Self-Supervision based Bi-level Aggregation by Kashob Kumar Roy et al
04-28-2021	Deep Neural Network as an alternative to Boosted Decision Trees for PID by Denis Stanev et al
04-28-2021	Packet-Loss-Tolerant Split Inference for Delay-Sensitive Deep Learning in Lossy Wireless Networks by Sohei Itahara et al
04-28-2021	Risk Bounds for Over-parameterized Maximum Margin Classification on Sub-Gaussian Mixtures by Yuan Cao et al
04-28-2021	MLDemon: Deployment Monitoring for Machine Learning Systems by Antonio Ginart et al
04-28-2021	Continuous Decoding of Daily-Life Hand Movements from Forearm Muscle Activity for Enhanced Myoelectric Control of Hand Prostheses by Alessandro Salatiello et al
04-28-2021	Self-Bounding Majority Vote Learning Algorithms by the Direct Minimization of a Tight PAC-Bayesian C-Bound by Paul Viallard et al
04-28-2021	Graph Decoupling Attention Markov Networks for Semi-supervised Graph Node Classification by Jie Chen et al
04-29-2021	Medium Access using Distributed Reinforcement Learning for IoTs with Low-Complexity Wireless Transceivers by Hrishikesh Dutta et al
04-29-2021	NURBS-Diff: A Differentiable NURBS Layer for Machine Learning CAD Applications by Anjana Deva Prasad et al
04-29-2021	Soft Mode in the Dynamics of Over-realizable On-line Learning for Soft Committee Machines by Frederieke Richert et al
04-30-2021	Degenerate Gaussian factors for probabilistic inference by J. C. Schoeman et al
04-30-2021	DRAM Failure Prediction in AIOps: EmpiricalEvaluation, Challenges and Opportunities by Zhiyue Wu et al
04-29-2021	Improving Simulations with Symmetry Control Neural Networks by Marc Syvaeri et al
04-28-2021	Zero-Shot Detection via Vision and Language Knowledge Distillation by Xiuye Gu et al
04-30-2021	Discrete-Time Mean Field Control with Environment States by Kai Cui et al
04-27-2021	Contrastive Spatial Reasoning on Multi-View Line Drawings by Siyuan Xiang et al
04-28-2021	Defined the predictors of the lightning over India by using artificial neural network by Pradip Kumar Gautam et al
04-27-2021	Deep physical neural networks enabled by a backpropagation algorithm for arbitrary physical systems by Logan G. Wright et al
04-27-2021	Incident Detection on Junctions Using Image Processing by Murat Tulgaç et al
04-28-2021	A Note on Connecting Barlow Twins with Negative-Sample-Free Contrastive Learning by Yao-Hung Hubert Tsai et al
04-29-2021	A neural anisotropic view of underspecification in deep learning by Guillermo Ortiz-Jimenez et al
04-29-2021	Learning Robust Variational Information Bottleneck with Reference by Weizhu Qian et al
04-29-2021	Distributed Multigrid Neural Solvers on Megavoxel Domains by Aditya Balu et al
04-29-2021	On the Emergence of Whole-body Strategies from Humanoid Robot Push-recovery Learning by Diego Ferigo et al
04-29-2021	A Hierarchical Transformation-Discriminating Generative Model for Few Shot Anomaly Detection by Shelly Sheynin et al
04-30-2021	ModelGuard: Runtime Validation of Lipschitz-continuous Models by Taylor J. Carpenter et al
04-27-2021	Learning Fair Canonical Polyadical Decompositions using a Kernel Independence Criterion by Kevin Kim et al
04-27-2021	Meta-evaluation of Conversational Search Evaluation Metrics by Zeyang Liu et al
04-29-2021	VIRDOC: Statistical and Machine Learning by a VIRtual DOCtor to Predict Dengue Fatality by Amit K Chattopadhyay et al
04-27-2021	Multi-class Text Classification using BERT-based Active Learning by Sumanth Prabhu et al
04-29-2021	MUSE: Multi-faceted Attention for Signed Network Embedding by Dengcheng Yan et al
04-27-2021	Multi-Fair Pareto Boosting by Arjun Roy et al
04-28-2021	Weighed ℓ1ℓ1 on the simplex: Compressive sensing meets locality by Abiy Tasissa et al
04-28-2021	Classification and comparison of license plates localization algorithms by Mustapha Saidallah et al
04-28-2021	WGCN: Graph Convolutional Networks with Weighted Structural Features by Yunxiang Zhao et al
04-27-2021	SpikE: spike-based embeddings for multi-relational graph data by Dominik Dold et al
04-27-2021	Using Radio Archives for Low-Resource Speech Recognition: Towards an Intelligent Virtual Assistant for Illiterate Users by Moussa Doumbouya et al
04-28-2021	Statistical Inference with M-Estimators on Bandit Data by Kelly W. Zhang et al
04-27-2021	Deep Learning of the Eddington Tensor in the Core-collapse Supernova Simulation by Akira Harada et al
04-27-2021	A Human-Centered Interpretability Framework Based on Weight of Evidence by David Alvarez-Melis et al
04-27-2021	Quantum circuit synthesis of Bell and GHZ states using projective simulation in the NISQ era by O. M. Pires et al