2020.8.3 Learning papers

07-28-2020	Big Bird: Transformers for Longer Sequences by Manzil Zaheer et al
07-29-2020	Visual Analysis of Discrimination in Machine Learning by Qianwen Wang et al
07-30-2020	Contrastive Learning for Unpaired Image-to-Image Translation by Taesung Park et al
07-29-2020	Generative Classifiers as a Basis for Trustworthy Computer Vision by Radek Mackowiak et al
07-29-2020	Between Subjectivity and Imposition: Power Dynamics in Data Annotation for Computer Vision by Milagros Miceli et al
07-30-2020	Rewriting a Deep Generative Model by David Bau et al
07-29-2020	Hybrid Deep Learning Gaussian Process for Diabetic Retinopathy Diagnosis and Uncertainty Quantification by Santiago Toledo-Cortés et al
07-30-2020	Instance Selection for GANs by Terrance DeVries et al
07-28-2020	Noise-Induced Barren Plateaus in Variational Quantum Algorithms by Samson Wang et al
07-28-2020	PyKEEN 1.0: A Python Library for Training and Evaluating Knowledge Graph Embeddings by Mehdi Ali et al
07-30-2020	VocGAN: A High-Fidelity Real-time Vocoder with a Hierarchically-nested Adversarial Network by Jinhyeok Yang et al
07-29-2020	The BIRAFFE2 Experiment. Study in Bio-Reactions and Faces for Emotion-based Personalization for AI Systems by Krzysztof Kutt et al
07-29-2020	Foveation for Segmentation of Ultra-High Resolution Images by Chen Jin et al
07-29-2020	Music FaderNets: Controllable Music Generation Based On High-Level Features via Low-Level Feature Modelling by Hao Hao Tan et al
07-30-2020	DeepPeep: Exploiting Design Ramifications to Decipher the Architecture of Compact DNNs by Nandan Kumar Jha et al
07-28-2020	Group Knowledge Transfer: Collaborative Training of Large CNNs on the Edge by Chaoyang He et al
07-30-2020	Few shot domain adaptation for in situ macromolecule structural classification in cryo-electron tomograms by Liangyong Yu et al
07-29-2020	Fast, Structured Clinical Documentation via Contextual Autocomplete by Divya Gopinath et al
07-30-2020	Hierarchical Action Classification with Network Pruning by Mahdi Davoodikakhki et al
07-30-2020	Black-box Adversarial Sample Generation Based on Differential Evolution by Junyu Lin et al
07-29-2020	Dynamic Federated Learning Model for Identifying Adversarial Clients by Nuria Rodríguez-Barroso et al
07-28-2020	Flower: A Friendly Federated Learning Research Framework by Daniel J. Beutel et al
07-30-2020	Detecting Suspicious Behavior: How to Deal with Visual Similarity through Neural Networks by Guillermo A. Martínez-Mascorro et al
07-29-2020	dMelodies: A Music Dataset for Disentanglement Learning by Ashis Pati et al
07-30-2020	When are Neural ODE Solutions Proper ODEs? by Katharina Ott et al
07-29-2020	Exploiting stance hierarchies for cost-sensitive stance detection of Web documents by Arjun Roy et al
07-30-2020	Understanding the Stability of Deep Control Policies for Biped Locomotion by Hwangpil Park et al
07-29-2020	Fully Dynamic Inference with Deep Neural Networks by Wenhan Xia et al
07-30-2020	Random Forests for dependent data by Arkajyoti Saha et al
07-30-2020	AI-based Monitoring and Response System for Hospital Preparedness towards COVID-19 in Southeast Asia by Tushar Goswamy et al
07-29-2020	Clarinet: A One-step Approach Towards Budget-friendly Unsupervised Domain Adaptation by Yiyang Zhang et al
07-28-2020	Monocular Real-Time Volumetric Performance Capture by Ruilong Li et al
07-28-2020	A Comparison of Optimization Algorithms for Deep Learning by Derya Soydaner
07-29-2020	Quantitative Understanding of VAE by Interpreting ELBO as Rate Distortion Cost of Transform Coding by Akira Nakagawa et al
07-28-2020	Efficient Inference on GPUs for the Sparse Deep Neural Network Graph Challenge 2020 by Mert Hidayetoglu et al
07-30-2020	SMAP: A Joint Dimensionality Reduction Scheme for Secure Multi-Party Visualization by Jiazhi Xia et al
07-31-2020	A Survey on Concept Factorization: From Shallow to Deep Representation Learning by Zhao Zhang et al
07-30-2020	Outlier Robust Mean Estimation with Subgaussian Rates via Stability by Ilias Diakonikolas et al
07-29-2020	The Return of Lexical Dependencies: Neural Lexicalized PCFGs by Hao Zhu et al
07-29-2020	A regularized deep matrix factorized model of matrix completion for image restoration by Zhemin Li et al
07-28-2020	Detecting and analysing spontaneous oral cancer speech in the wild by Bence Mark Halpern et al
07-29-2020	Information-Theoretic Approximation to Causal Models by Peter Gmeiner
07-28-2020	A framework for optimizing COVID-19 testing policy using a Multi Armed Bandit approach by Hagit Grushka-Cohen et al
07-29-2020	COVID-19 CT Image Synthesis with a Conditional Generative Adversarial Network by Yifan Jiang et al
07-30-2020	Weakly supervised one-stage vision and language disease detection using large scale pneumonia and pneumothorax studies by Leo K. Tam et al
07-29-2020	Deriving Differential Target Propagation from Iterating Approximate Inverses by Yoshua Bengio
07-29-2020	Tracking Emotions: Intrinsic Motivation Grounded on Multi-Level Prediction Error Dynamics by Guido Schillaci et al
07-30-2020	The Complexity of Adversarially Robust Proper Learning of Halfspaces with Agnostic Noise by Ilias Diakonikolas et al
07-28-2020	Reachable Sets of Classifiers & Regression Models: (Non-)Robustness Analysis and Robust Training by Anna-Kathrin Kopetzki et al
07-30-2020	Data-efficient Hindsight Off-policy Option Learning by Markus Wulfmeier et al
07-30-2020	Trade-offs in Top-k Classification Accuracies on Losses for Deep Learning by Azusa Sawada et al
07-28-2020	On the Convergence of Tsetlin Machines for the IDENTITY- and NOT Operators by Xuan Zhang et al
07-28-2020	Emotion Correlation Mining Through Deep Learning Models on Natural Language Text by Xinzhi Wang et al
07-29-2020	CommuNety: A Deep Learning System for the Prediction of Cohesive Social Communities by Syed Afaq Ali Shah et al
07-29-2020	Quantity vs. Quality: On Hyperparameter Optimization for Deep Reinforcement Learning by Lars Hertel et al
07-28-2020	Risk-Averse MPC via Visual-Inertial Input and Recurrent Networks for Online Collision Avoidance by Alexander Schperberg et al
07-29-2020	Advancing Visual Specification of Code Requirements for Graphs by Dewi Yokelson
07-29-2020	Force myography benchmark data for hand gesture recognition and transfer learning by Thomas Buhl Andersen et al
07-30-2020	OREBA: A Dataset for Objectively Recognizing Eating Behaviour and Associated Intake by Philipp V. Rouast et al
07-29-2020	Prediction of hierarchical time series using structured regularization and its application to artificial neural networks by Tomokaze Shiratori et al
07-31-2020	Learning the Distribution: A Unified Distillation Paradigm for Fast Uncertainty Estimation in Computer Vision by Yichen Shen et al
07-29-2020	Deep Multi-View Spatiotemporal Virtual Graph Neural Network for Significant Citywide Ride-hailing Demand Prediction by Guangyin Jin et al
07-28-2020	Compare and Select: Video Summarization with Multi-Agent Reinforcement Learning by Tianyu Liu
07-28-2020	Model Size Reduction Using Frequency Based Double Hashing for Recommender Systems by Caojin Zhang et al
07-30-2020	Looking At The Body: Automatic Analysis of Body Gestures and Self-Adaptors in Psychological Distress by Weizhe Lin et al
07-28-2020	Realistic Video Summarization through VISIOCITY: A New Benchmark and Evaluation Framework by Vishal Kaushal et al
07-30-2020	Finite Versus Infinite Neural Networks: an Empirical Study by Jaehoon Lee et al
07-28-2020	Lifelong Incremental Reinforcement Learning with Online Bayesian Inference by Zhi Wang et al
07-31-2020	Uncovering the structure of clinical EEG signals with self-supervised learning by Hubert Banville et al
07-28-2020	Truncated Linear Regression in High Dimensions by Constantinos Daskalakis et al
07-29-2020	Detecting Anomalous Inputs to DNN Classifiers By Joint Statistical Testing at the Layers by Jayaram Raghuram et al
07-31-2020	Feature Learning for Accelerometer based Gait Recognition by Szilárd Nemes et al
07-28-2020	A Deep Learning Framework for Generation and Analysis of Driving Scenario Trajectories by Andreas Demetriou et al
07-31-2020	A Novel Global Spatial Attention Mechanism in Convolutional Neural Network for Medical Image Classification by Linchuan Xu et al
07-29-2020	Sample Efficient Interactive End-to-End Deep Learning for Self-Driving Cars with Selective Multi-Class Safe Dataset Aggregation by Yunus Bicer et al
07-28-2020	Efficient adaptation of neural network filter for video compression by Yat-Hong Lam et al
07-28-2020	Dreaming: Model-based Reinforcement Learning by Latent Imagination without Reconstruction by Masashi Okada et al
07-29-2020	Communication-Efficient Federated Learning via Optimal Client Sampling by Monica Ribero et al
07-29-2020	Pooling Regularized Graph Neural Network for fMRI Biomarker Analysis by Xiaoxiao Li et al
07-31-2020	Self-supervised learning through the eyes of a child by A. Emin Orhan et al
07-30-2020	Stable Learning via Causality-based Feature Rectification by Zhengxu Yu et al
07-31-2020	HMCNAS: Neural Architecture Search using Hidden Markov Chains and Bayesian Optimization by Vasco Lopes et al
07-28-2020	A Commentary on the Unsupervised Learning of Disentangled Representations by Francesco Locatello et al
07-28-2020	Discrepancy Minimization in Domain Generalization with Generative Nearest Neighbors by Prashant Pandey et al
07-31-2020	Disentangling Human Error from the Ground Truth in Segmentation of Medical Images by Le Zhang et al
07-30-2020	Generalization Comparison of Deep Neural Networks via Output Sensitivity by Mahsa Forouzesh et al
07-30-2020	SynergicLearning: Neural Network-Based Feature Extraction for Highly-Accurate Hyperdimensional Learning by Mahdi Nazemi et al
07-28-2020	Stochastic Normalized Gradient Descent with Momentum for Large Batch Training by Shen-Yi Zhao et al
07-30-2020	Growing Efficient Deep Networks by Structured Continuous Sparsification by Xin Yuan et al
07-29-2020	Multimodal Spatial Attention Module for Targeting Multimodal PET-CT Lung Tumor Segmentation by Xiaohang Fu et al
07-30-2020	PixL2R: Guiding Reinforcement Learning Using Natural Language by Mapping Pixels to Rewards by Prasoon Goyal et al
07-29-2020	Proof of Learning (PoLe): Empowering Machine Learning with Consensus Building on Blockchains by Yixiao Lan et al
07-28-2020	Faster Mean-shift: GPU-accelerated Embedding-clustering for Cell Segmentation and Tracking by Mengyang Zhao et al
07-28-2020	Meta-LR-Schedule-Net: Learned LR Schedules that Scale and Generalize by Jun Shu et al
07-31-2020	Improving NERs Performance with Massive financial corpus by Han Zhang
07-28-2020	WaveFuse: A Unified Deep Framework for Image Fusion with Wavelet Transform by Shaolei Liu et al
07-30-2020	Denoising individual bias for a fairer binary submatrix detection by Changlin Wan et al
07-28-2020	Diagnosing Concept Drift with Visual Analytics by Weikai Yang et al
07-29-2020	Approaches to Fraud Detection on Credit Card Transactions Using Artificial Intelligence Methods by Yusuf Yazici
07-31-2020	Robust and Heavy-Tailed Mean Estimation Made Simple, via Regret Minimization by Samuel B. Hopkins et al
07-28-2020	Multi-camera Torso Pose Estimation using Graph Neural Networks by Daniel Rodriguez-Criado et al
07-31-2020	Learning-based Computer-aided Prescription Model for Parkinsons Disease: A Data-driven Perspective by Yinghuan Shi et al
07-30-2020	Geometric All-Way Boolean Tensor Decomposition by Changlin Wan et al
07-31-2020	L22C -- Learning to Learn to Compress by Nannan Zou et al

07-30-2020	Improving Sample Efficiency with Normalized RBF Kernels by Sebastian Pineda-Arango et al
07-29-2020	Metamodel Based Forward and Inverse Design for Passive Vibration Suppression by Amir Behjat et al
07-29-2020	Decoding machine learning benchmarks by Lucas F. F. Cardoso et al
07-29-2020	Approximation Based Variance Reduction for Reparameterization Gradients by Tomas Geffner et al
07-30-2020	Approximation of Smoothness Classes by Deep ReLU Networks by Mazen Ali et al
07-29-2020	Online Convex Optimization with Classical and Quantum Evaluation Oracles by Jianhao He et al
07-30-2020	Efficient Tensor Decomposition by Aravindan Vijayaraghavan
07-28-2020	Distributionally Robust Losses for Latent Covariate Mixtures by John Duchi et al
07-30-2020	Deep learning for lithological classification of carbonate rock micro-CT images by Carlos E. M. dos Anjos et al
07-30-2020	A Data Augmentation-based Defense Method Against Adversarial Attacks in Neural Networks by Yi Zeng et al
07-29-2020	On the Use of Interpretable Machine Learning for the Management of Data Quality by Anna Karanika et al
07-29-2020	Video compression with low complexity CNN-based spatial resolution adaptation by Di Ma et al
07-30-2020	An Empirical Study on Explainable Prediction of Text Complexity: Preliminaries for Text Simplification by Cristina Garbacea et al
07-30-2020	Evolving Context-Aware Recommender Systems With Users in Mind by Amit Livne et al
07-28-2020	Derivation of Information-Theoretically Optimal Adversarial Attacks with Applications to Robust Machine Learning by Jirong Yi et al
07-31-2020	Towards Deep Robot Learning with Optimizer applicable to Non-stationary Problems by Taisuke Kobayashi
07-30-2020	Fairness-Aware Online Personalization by G Roshan Lal et al
07-28-2020	Efficient Sampling Algorithms for Approximate Temporal Motif Counting (Extended Version) by Jingjing Wang et al
07-28-2020	Label-Only Membership Inference Attacks by Christopher A. Choquette Choo et al
07-28-2020	Unsupervised Learning of Particle Image Velocimetry by Mingrui Zhang et al
07-31-2020	Paying Per-label Attention for Multi-label Extraction from Radiology Reports by Patrick Schrempf et al
07-30-2020	Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing by Yu Gu et al
07-29-2020	Kernel Mean Embeddings of Von Neumann-Algebra-Valued Measures by Yuka Hashimoto et al
07-31-2020	Computer-aided Tumor Diagnosis in Automated Breast Ultrasound using 3D Detection Network by Junxiong Yu et al
07-28-2020	Tempered Sigmoid Activations for Deep Learning with Differential Privacy by Nicolas Papernot et al
07-30-2020	Neural Compression and Filtering for Edge-assisted Real-time Object Detection in Challenged Networks by Yoshitomo Matsubara et al
07-31-2020	An Empirical Survey of Data Augmentation for Time Series Classification with Neural Networks by Brian Kenji Iwana et al
07-30-2020	On the Nature and Types of Anomalies: A Review by Ralph Foorthuis
07-28-2020	An Index-based Deterministic Asymptotically Optimal Algorithm for Constrained Multi-armed Bandit Problems by Hyeong Soo Chang
07-30-2020	Practical Detection of Trojan Neural Networks: Data-Limited and Data-Free Cases by Ren Wang et al
07-29-2020	Supervised Neural Networks for RFI Flagging by Kyle Harrison et al
07-28-2020	Toward Reliable Models for Authenticating Multimedia Content: Detecting Resampling Artifacts With Bayesian Neural Networks by Anatol Maier et al
07-28-2020	Cassandra: Detecting Trojaned Networks from Adversarial Perturbations by Xiaoyu Zhang et al
07-31-2020	Robust Benchmarking for Machine Learning of Clinical Entity Extraction by Monica Agrawal et al
07-31-2020	Neural Style Transfer for Remote Sensing by Maria Karatzoglidi et al
07-29-2020	Learning Representations for Axis-Aligned Decision Forests through Input Perturbation by Sebastian Bruch et al
07-28-2020	When and why PINNs fail to train: A neural tangent kernel perspective by Sifan Wang et al
07-30-2020	Language Modelling for Source Code with Transformer-XL by Thomas Dowdell et al
07-28-2020	On the Quantum versus Classical Learnability of Discrete Distributions by Ryan Sweke et al
07-28-2020	Faster Game Solving via Predictive Blackwell Approachability: Connecting Regret Matching and Mirror Descent by Gabriele Farina et al
07-28-2020	Learning Stable Manoeuvres in Quadruped Robots from Expert Demonstrations by Sashank Tirumala et al
07-29-2020	SAFER: Sparse secure Aggregation for FEderated leaRning by Constance Beguier et al
07-29-2020	Unnormalized Variational Bayes by Saeed Saremi
07-29-2020	Connecting actuarial judgment to probabilistic learning techniques with graph theory by Roland R. Ramsahai
07-28-2020	Modeling Behaviour to Predict User State: Self-Reports as Ground Truth by Julian Frommel et al
07-28-2020	Interactive Feature Generation via Learning Adjacency Tensor of Feature Graph by Yuexiang Xie et al
07-30-2020	A Comparative Re-Assessment of Feature Extractors for Deep Speaker Embeddings by Xuechen Liu et al
07-31-2020	The Kolmogorov-Arnold representation theorem revisited by Johannes Schmidt-Hieber
07-28-2020	Universal Approximation with Neural Intensity Point Processes by Alexander Soen et al
07-31-2020	TEAM: We Need More Powerful Adversarial Examples for DNNs by Yaguan Qian et al
07-30-2020	New approach to MPI program execution time prediction by A. Chupakhin et al
07-31-2020	Deep Direct Likelihood Knockoffs by Mukund Sudarshan et al
07-28-2020	BUT-FIT at SemEval-2020 Task 5: Automatic detection of counterfactual statements with deep pre-trained language representation models by Martin Fajcik et al
07-30-2020	Bilevel Continual Learning by Quang Pham et al
07-30-2020	Momentum Q-learning with Finite-Sample Convergence Guarantee by Bowen Weng et al
07-30-2020	Neural Language Generation: Formulation, Methods, and Evaluation by Cristina Garbacea et al
07-28-2020	Siamese x-vector reconstruction for domain adapted speaker recognition by Shai Rozenberg et al
07-29-2020	Ergodicity of the underdamped mean-field Langevin dynamics by Anna Kazeykina et al
07-31-2020	COLD: Towards the Next Generation of Pre-Ranking System by Zhe Wang et al
07-30-2020	Bayesian Optimization for Developmental Robotics with Meta-Learning by Parameters Bounds Reduction by Maxime Petit et al
07-29-2020	Generalization Properties of Optimal Transport GANs with Latent Distribution Learning by Giulia Luise et al
07-31-2020	Quantum One-class Classification With a Distance-based Classifier by Nicolas M. de Oliveira et al
07-29-2020	Adversarial Robustness for Machine Learning Cyber Defenses Using Log Data by Kai Steverson et al
07-28-2020	Munchausen Reinforcement Learning by Nino Vieillard et al
07-28-2020	TrajGAIL: Generating Urban Trajectories using Generative Adversarial Imitation Learning by Seongjin Choi et al
07-29-2020	End-to-End Adversarial White Box Attacks on Music Instrument Classification by Katharina Prinz et al
07-30-2020	A Pyramid Recurrent Network for Predicting Crowdsourced Speech-Quality Ratings of Real-World Signals by Xuan Dong et al
07-29-2020	Kernel Methods and their derivatives: Concept and perspectives for the Earth system sciences by J. Emmanuel Johnson et al
07-30-2020	Machine learning for complete intersection Calabi-Yau manifolds: a methodological study by Harold Erbin et al
07-30-2020	On the Banach spaces associated with multi-layer ReLU networks: Function representation, approximation theory and gradient descent dynamics by Weinan E et al
07-30-2020	A PAC algorithm in relative precision for bandit problem with costly sampling by Marie Billaud-Friess et al
07-29-2020	Learning Output Embeddings in Structured Prediction by Luc Brogat-Motte et al
07-29-2020	PDCOVIDNet: A Parallel-Dilated Convolutional Neural Network Architecture for Detecting COVID-19 from Chest X-Ray Images by Nihad Karim Chowdhury et al
07-31-2020	Diet deep generative audio models with structured lottery by Philippe Esling et al
07-31-2020	Learning Forward Reuse Distance by Pengcheng Li et al
07-29-2020	Theory of gating in recurrent neural networks by Kamesh Krishnamurthy et al
07-30-2020	FC-GAGA: Fully Connected Gated Graph Architecture for Spatio-Temporal Traffic Forecasting by Boris N. Oreshkin et al
07-31-2020	Imitative Planning using Conditional Normalizing Flow by Shubhankar Agarwal et al
07-28-2020	COMET: Convolutional Dimension Interaction for Deep Matrix Factorization by Zhuoyi Lin et al
07-29-2020	An early warning tool for predicting mortality risk of COVID-19 patients using machine learning by Muhammad E. H. Chowdhury et al
07-28-2020	Team Deep Mixture of Experts for Distributed Power Control by Matteo Zecchin et al
07-31-2020	Improved Time Warp Edit Distance -- A Parallel Dynamic Program in Linear Memory by Garrett Wright
07-29-2020	Low Dimensional State Representation Learning with Reward-shaped Priors by Nicolò Botteghi et al
07-30-2020	Moody Learners -- Explaining Competitive Behaviour of Reinforcement Learning Agents by Pablo Barros et al
07-30-2020	Regional Rainfall Prediction Using Support Vector Machine Classification of Large-Scale Precipitation Maps by Eslam A. Hussein et al
07-31-2020	node2coords: Graph Representation Learning with Wasserstein Barycenters by Effrosyni Simou et al
07-31-2020	Graph signal processing for machine learning: A review and new perspectives by Xiaowen Dong et al
07-31-2020	Predicting heave and surge motions of a semi-submersible with neural networks by Xiaoxian Guo et al
07-30-2020	LDP-FL: Practical Private Aggregation in Federated Learning with Local Differential Privacy by Lichao Sun et al
07-28-2020	Theory of Deep Convolutional Neural Networks II: Spherical Analysis by Zhiying Fang et al
07-30-2020	Detecting Distrust Towards the Skills of a Virtual Assistant Using Speech by Leonardo Pepino et al
07-29-2020	Learning Transferable Push Manipulation Skills in Novel Contexts by Rhys Howard et al
07-30-2020	Unidentified Floating Object detection in maritime environment using dictionary learning by Darshan Venkatrayappa et al
07-29-2020	Modular Transfer Learning with Transition Mismatch Compensation for Excessive Disturbance Rejection by Tianming Wang et al
07-30-2020	Hearing What You Cannot See: Acoustic Detection Around Corners by Yannick Schulz et al
07-28-2020	A High Probability Analysis of Adaptive SGD with Momentum by Xiaoyu Li et al
07-30-2020	Anomaly Detection at Scale: The Case for Deep Distributional Time Series Models by Fadhel Ayed et al
07-30-2020	Label-Leaks: Membership Inference Attack with Label by Zheng Li et al
07-29-2020	Compressing Deep Neural Networks via Layer Fusion by James O' Neill et al
07-30-2020	Privacy Enhancing Machine Learning via Removal of Unwanted Dependencies by Mert Al et al
07-31-2020	Ultra-light deep MIR by trimming lottery tickets by Philippe Esling et al
07-28-2020	Multi-Output Gaussian Processes with Functional Data: A Study on Coastal Flood Hazard Assessment by A. F. López-Lopera et al
07-28-2020	A Hybrid Approach to Audio-to-Score Alignment by Ruchit Agrawal et al
07-30-2020	MAPPER: Multi-Agent Path Planning with Evolutionary Reinforcement Learning in Mixed Dynamic Environments by Zuxin Liu et al
07-31-2020	The role of explainability in creating trustworthy artificial intelligence for health care: a comprehensive survey of the terminology, design choices, and evaluation strategies by Aniek F. Markus et al
07-28-2020	Surrogate Locally-Interpretable Models with Supervised Machine Learning Algorithms by Linwei Hu et al
07-29-2020	Almost exact recovery in noisy semi-supervised learning by Konstantin Avrachenkov et al
07-31-2020	A Functional Model for Structure Learning and Parameter Estimation in Continuous Time Bayesian Network: An Application in Identifying Patterns of Multiple Chronic Conditions by Syed Hasib Akhter Faruqui et al
07-28-2020	CovMUNET: A Multiple Loss Approach towards Detection of COVID-19 from Chest X-ray by A. Q. M. Sazzad Sayyed et al
07-28-2020	Deep frequency principle towards understanding why deeper learning is faster by Zhi-Qin John Xu et al
07-31-2020	Representation Learning of Graphs Using Graph Convolutional Multilayer Networks Based on Motifs by Xing Li et al
07-30-2020	On Hyperparameter Optimization of Machine Learning Algorithms: Theory and Practice by Li Yang et al
07-30-2020	Low-rank Tensor Bandits by Botao Hao et al
07-29-2020	Whole MILC: generalizing learned dynamics across tasks, datasets, and populations by Usman Mahmood et al
07-28-2020	Symmetric Positive Semi-definite Riemmanian Geometry with Application to Domain Adaptation by Or Yair et al
07-30-2020	Stopping Criterion Design for Recursive Bayesian Classification: Analysis and Decision Geometry by Aziz Kocanaogullari et al
07-28-2020	Deep-Learning based Inverse Modeling Approaches: A Subsurface Flow Example by Nanzhe Wanga et al
07-28-2020	Accelerating Federated Learning over Reliability-Agnostic Clients in Mobile Edge Computing Systems by Wentai Wu et al
07-30-2020	G-CREWE: Graph CompREssion With Embedding for Network Alignment by Kyle K. Qin et al
07-30-2020	Accuracy and stability of solar variable selection comparison under complicated dependence structures by Ning Xu
07-30-2020	Rademacher upper bounds for cross-validation errors with an application to the lasso by Ning Xu et al
07-29-2020	Encoder-Decoder Generative Adversarial Nets for Suffix Generation and Remaining Time Predication of Business Process Models by Farbod Taymouri et al
07-28-2020	GLIMG: Global and Local Item Graphs for Top-N Recommender Systems by Zhuoyi Lin et al
07-28-2020	Improving Recurrent Neural Network Responsiveness to Acute Clinical Events by David Ledbetter et al
07-28-2020	Visualizing classification results by Jakob Raymaekers et al
07-30-2020	PR-NN: RNN-based Detection for Coded Partial-Response Channels by Simeng Zheng et al
07-30-2020	Beyond HH-Divergence: Domain Adaptation Theory With Jensen-Shannon Divergence by Changjian Shui et al
07-29-2020	Fibonacci and k-Subsecting Recursive Feature Elimination by Dariusz Brzezinski
07-31-2020	Solving inverse problems using conditional invertible neural networks by Govinda Anantha Padmanabha et al
07-31-2020	Sequential Drift Detection in Deep Learning Classifiers by Samuel Ackerman et al
07-30-2020	Random Vector Functional Link Networks for Function Approximation on Manifolds by Deanna Needell et al
07-30-2020	From parameter calibration to parameter learning: Revolutionizing large-scale geoscientific modeling with big data by Wen-Ping Tsai et al
07-28-2020	Ensuring the Robustness and Reliability of Data-Driven Knowledge Discovery Models in Production and Manufacturing by Shailesh Tripathi et al
07-28-2020	An Iterative LQR Controller for Off-Road and On-Road Vehicles using a Neural Network Dynamics Model by Akhil Nagariya et al
07-31-2020	Adversarial Attacks with Multiple Antennas Against Deep Learning-Based Modulation Classifiers by Brian Kim et al
07-30-2020	AARSynth: App-Aware Response Synthesis for User Reviews by Umar Farooq et al
07-31-2020	Embedding Ranking-Oriented Recommender System Graphs by Taher Hekmatfar et al
07-30-2020	Solar: a least-angle regression for accurate and stable variable selection in high-dimensional data by Ning Xu et al
07-30-2020	Ultrahigh dimensional instrument detection using graph learning: an application to high dimensional GIS-census data for house pricing by Ning Xu et al
07-30-2020	Laser2Vec: Similarity-based Retrieval for Robotic Perception Data by Samer B. Nashed
07-28-2020	DeepMP for Non-Negative Sparse Decomposition by Konstantinos A. Voulgaris et al