2020.11.16 Learning papers

11-10-2020	An Attack on InstaHide: Is Private Learning Possible with Instance Encoding? by Nicholas Carlini et al
11-12-2020	A Transfer Learning Framework for Anomaly Detection Using Model of Normality by Sulaiman Aburakhia et al
11-11-2020	Towards NNGP-guided Neural Architecture Search by Daniel S. Park et al
11-10-2020	Dont Read Too Much into It: Adaptive Computation for Open-Domain Question Answering by Yuxiang Wu et al
11-11-2020	CheXphotogenic: Generalization of Deep Learning Models for Chest X-ray Interpretation to Photos of Chest X-rays by Pranav Rajpurkar et al
11-11-2020	When Does Uncertainty Matter?: Understanding the Impact of Predictive Uncertainty in ML Assisted Decision Making by Sean McGrath et al
11-12-2020	Discriminative, Generative and Self-Supervised Approaches for Target-Agnostic Learning by Yuan Jin et al
11-10-2020	Continual Learning of Control Primitives: Skill Discovery via Reset-Games by Kelvin Xu et al
11-12-2020	Reinforcement Learning with Videos: Combining Offline Observations with Interaction by Karl Schmeckpeper et al
11-11-2020	Gaussian RAM: Lightweight Image Classification via Stochastic Retina-Inspired Glimpse and Reinforcement Learning by Dongseok Shim et al
11-12-2020	Biomedical Named Entity Recognition at Scale by Veysel Kocaman et al
11-12-2020	RIFE: Real-Time Intermediate Flow Estimation for Video Frame Interpolation by Zhewei Huang et al
11-12-2020	A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges by Moloud Abdar et al
11-12-2020	Deep Reinforcement Learning of Transition States by Jun Zhang et al
11-10-2020	Dirichlet Pruning for Neural Network Compression by Kamil Adamczewski et al
11-10-2020	Towards Semi-Supervised Semantics Understanding from Speech by Cheng-I Lai et al
11-12-2020	SVAM: Saliency-guided Visual Attention Modeling by Autonomous Underwater Robots by Md Jahidul Islam et al
11-10-2020	A step towards neural genome assembly by Lovro Vrček et al
11-13-2020	ROLL: Visual Self-Supervised Reinforcement Learning with Object Reasoning by Yufei Wang et al
11-12-2020	Sparse PCA: Algorithms, Adversarial Perturbations and Certificates by Tommaso d'Orsi et al
11-11-2020	FastPathology: An open-source platform for deep learning-based research and decision support in digital pathology by André Pedersen et al
11-12-2020	Fit2Form: 3D Generative Model for Robot Gripper Form Design by Huy Ha et al
11-12-2020	Shared Prior Learning of Energy-Based Models for Image Reconstruction by Thomas Pinetz et al
11-12-2020	Unsupervised MR Motion Artifact Deep Learning using Outlier-Rejecting Bootstrap Aggregation by Gyutaek Oh et al
11-12-2020	Fairness and Robustness in Invariant Learning: A Case Study in Toxicity Classification by Robert Adragna et al
11-11-2020	Transformers for One-Shot Visual Imitation by Sudeep Dasari et al
11-12-2020	Analyzing Neural Discourse Coherence Models by Youmna Farag et al
11-10-2020	Decoupled Appearance and Motion Learning for Efficient Anomaly Detection in Surveillance Video by Bo Li et al
11-11-2020	Augmenting BERT Carefully with Underrepresented Linguistic Features by Aparna Balagopalan et al
11-12-2020	A partition-based similarity for classification distributions by Hayden S. Helm et al
11-12-2020	Ridge Rider: Finding Diverse Solutions by Following Eigenvectors of the Hessian by Jack Parker-Holder et al
11-11-2020	Bi-tuning of Pre-trained Representations by Jincheng Zhong et al
11-10-2020	Biomedical Information Extraction for Disease Gene Prioritization by Jupinder Parmar et al
11-11-2020	End-to-End Chinese Landscape Painting Creation Using Generative Adversarial Networks by Alice Xue
11-10-2020	Deep Multimodal Fusion by Channel Exchanging by Yikai Wang et al
11-11-2020	Unsupervised Video Representation Learning by Bidirectional Feature Prediction by Nadine Behrmann et al
11-12-2020	Relative Lipschitzness in Extragradient Methods and a Direct Recipe for Acceleration by Michael B. Cohen et al
11-13-2020	A Comprehensive Survey on Deep Music Generation: Multi-level Representations, Algorithms, Evaluations, and Future Directions by Shulei Ji et al
11-12-2020	Steady State Analysis of Episodic Reinforcement Learning by Huang Bojun
11-13-2020	SALAD: Self-Assessment Learning for Action Detection by Guillaume Vaudaux-Ruth et al
11-10-2020	Pristine annotations-based multi-modal trained artificial intelligence solution to triage chest X-ray for COVID-19 by Tao Tan et al
11-11-2020	Universal Embeddings for Spatio-Temporal Tagging of Self-Driving Logs by Sean Segal et al
11-12-2020	Goal-driven Command Recommendations for Analysts by Samarth Aggarwal et al
11-11-2020	Authors Sentiment Prediction by Mohaddeseh Bastan et al
11-11-2020	Deep Sketch-Based Modeling: Tips and Tricks by Yue Zhong et al
11-11-2020	Hurricane Forecasting: A Novel Multimodal Machine Learning Framework by Léonard Boussioux et al
11-12-2020	SigmaLaw-ABSA: Dataset for Aspect-Based Sentiment Analysis in Legal Opinion Texts by Chanika Ruchini Mudalige et al
11-12-2020	Hierarchical reinforcement learning for efficient exploration and transfer by Lorenzo Steccanella et al
11-12-2020	Learning Latent Representations to Influence Multi-Agent Interaction by Annie Xie et al
11-12-2020	Quantum algorithms for spectral sums by Alessandro Luongo et al
11-13-2020	Multi-layered tensor networks for image classification by Raghavendra Selvan et al
11-10-2020	Using GANs to Synthesise Minimum Training Data for Deepfake Generation by Simranjeet Singh et al
11-11-2020	Maximum sampled conditional likelihood for informative subsampling by HaiYing Wang et al
11-11-2020	Skin disease diagnosis with deep learning: a review by Hongfeng Li
11-10-2020	Automatic Open-World Reliability Assessment by Mohsen Jafarzadeh et al
11-10-2020	Towards a Better Global Loss Landscape of GANs by Ruoyu Sun et al
11-11-2020	Reinforcement Learning Experiments and Benchmark for Solving Robotic Reaching Tasks by Pierre Aumjaud et al
11-12-2020	Critic PI2: Master Continuous Planning via Policy Improvement with Path Integrals and Deep Actor-Critic Reinforcement Learning by Jiajun Fan et al
11-12-2020	Performance and Power Modeling and Prediction Using MuMMI and Ten Machine Learning Methods by Xingfu Wu et al
11-10-2020	Encoding large scale cosmological structure with Generative Adversarial Networks by Marion Ullmo et al
11-11-2020	DeepSim: Semantic similarity metrics for learned image registration by Steffen Czolbe et al
11-10-2020	Debugging Tests for Model Explanations by Julius Adebayo et al
11-11-2020	Atrial Fibrillation Detection and ECG Classification based on CNN-BiLSTM by Jiacheng Wang et al
11-11-2020	Rediscovering alignment relations with Graph Convolutional Networks by Pierre Monnin et al
11-13-2020	Deep Template Matching for Pedestrian Attribute Recognition with the Auxiliary Supervision of Attribute-wise Keypoints by Jiajun Zhang et al
11-11-2020	Classification of COVID-19 in Chest CT Images using Convolutional Support Vector Machines by Umut Özkaya et al
11-11-2020	Neural Empirical Bayes: Source Distribution Estimation and its Applications to Simulation-Based Inference by Maxime Vandegar et al
11-13-2020	Wisdom of the Ensemble: Improving Consistency of Deep Learning Models by Lijing Wang et al
11-10-2020	Deep correction of breathing-related artifacts in MR-thermometry by Baudouin Denis de Senneville et al
11-11-2020	LIAF-Net: Leaky Integrate and Analog Fire Network for Lightweight and Efficient Spatiotemporal Information Processing by Zhenzhi Wu et al
11-12-2020	Using IPA-Based Tacotron for Data Efficient Cross-Lingual Speaker Adaptation and Pronunciation Enhancement by Hamed Hemati et al
11-12-2020	Artificial Neural Variability for Deep Learning: On Overfitting, Noise Memorization, and Catastrophic Forgetting by Zeke Xie et al
11-11-2020	Robust and Stable Black Box Explanations by Himabindu Lakkaraju et al
11-11-2020	Progressive Spatio-Temporal Graph Convolutional Network for Skeleton-Based Human Action Recognition by Negar Heidari et al
11-13-2020	Efficient RGB-D Semantic Segmentation for Indoor Scene Analysis by Daniel Seichter et al
11-11-2020	Decentralized Motion Planning for Multi-Robot Navigation using Deep Reinforcement Learning by Sivanathan Kandhasamy et al
11-10-2020	Differentially Private Synthetic Data: Applied Evaluations and Enhancements by Lucas Rosenblatt et al
11-13-2020	End-to-End Learning from Noisy Crowd to Supervised Machine Learning Models by Taraneh Younesian et al
11-13-2020	Low-activity supervised convolutional spiking neural networks applied to speech commands recognition by Thomas Pellegrini et al
11-11-2020	Exploratory Grasping: Asymptotically Optimal Algorithms for Grasping Challenging Polyhedral Objects by Michael Danielczuk et al
11-13-2020	Reinforcement Learning Control of Constrained Dynamic Systems with Uniformly Ultimate Boundedness Stability Guarantee by Minghao Han et al
11-11-2020	Quantifying and Learning Disentangled Representations with Limited Supervision by Loek Tonnaer et al
11-10-2020	ForestNet: Classifying Drivers of Deforestation in Indonesia using Deep Learning on Satellite Imagery by Jeremy Irvin et al
11-12-2020	Improving Model Accuracy for Imbalanced Image Classification Tasks by Adding a Final Batch Normalization Layer: An Empirical Study by Veysel Kocaman et al
11-13-2020	Multi-Modal Emotion Detection with Transfer Learning by Amith Ananthram et al
11-11-2020	Semi-supervised Sparse Representation with Graph Regularization for Image Classification by Hongfeng Li
11-10-2020	Margins are Insufficient for Explaining Gradient Boosting by Allan Grønlund et al
11-10-2020	Removing Brightness Bias in Rectified Gradients by Lennart Brocki et al
11-10-2020	Privacy Preservation in Federated Learning: Insights from the GDPR Perspective by Nguyen Truong et al
11-12-2020	Symbolically Solving Partial Differential Equations using Deep Learning by Maysum Panju et al
11-13-2020	Learning to Drop: Robust Graph Neural Network via Topological Denoising by Dongsheng Luo et al
11-11-2020	GANMEX: One-vs-One Attributions using GAN-based Model Explainability by Sheng-Min Shih et al
11-10-2020	Invertible Neural Networks for Uncertainty Quantification in Photoacoustic Imaging by Jan-Hinrich Nölke et al
11-10-2020	PACSET (Packed Serialized Trees): Reducing Inference Latency for Tree Ensemble Deployment by Meghana Madhyastha et al
11-10-2020	E.T.: Entity-Transformers. Coreference augmented Neural Language Model for richer mention representations via Entity-Transformer blocks by Nikolaos Stylianou et al
11-11-2020	Accounting for Human Learning when Inferring Human Preferences by Harry Giles et al
11-12-2020	Bottleneck Problems: Information and Estimation-Theoretic View by Shahab Asoodeh et al
11-13-2020	Learning Object Manipulation Skills via Approximate State Estimation from Real Videos by Vladimír Petrík et al
11-12-2020	Diffusion models for Handwriting Generation by Troy Luhman et al
11-13-2020	Learning Scalable Self-Driving Policies for Generic Traffic Scenarios by Peide Cai et al
11-11-2020	EvidentialMix: Learning with Combined Open-set and Closed-set Noisy Labels by Ragav Sachdeva et al
11-11-2020	Age Gap Reducer-GAN for Recognizing Age-Separated Faces by Daksha Yadav et al
11-13-2020	Convex Optimization with an Interpolation-based Projection and its Application to Deep Learning by Riad Akrour et al
11-12-2020	Implicit bias of gradient-descent: fast convergence rate by Elvis Dohmatob
11-11-2020	Semi-Structured Deep Piecewise Exponential Models by Philipp Kopper et al
11-11-2020	Machine Learning Based Path Planning for Improved Rover Navigation (Pre-Print Version) by Neil Abcouwer et al
11-11-2020	Exploring Gender Disparities in Time to Diagnosis by Tony Y. Sun et al
11-11-2020	Transferred Fusion Learning using Skipped Networks by Vinayaka R Kamath et al
11-13-2020	REPAC: Reliable estimation of phase-amplitude coupling in brain networks by Giulia Cisotto
11-10-2020	Temporal Stochastic Softmax for 3D CNNs: An Application in Facial Expression Recognition by Théo Ayral et al
11-10-2020	E-commerce Query-based Generation based on User Review by Yiren Liu et al
11-11-2020	Physics-constrained Deep Learning of Multi-zone Building Thermal Dynamics by Jan Drgona et al
11-13-2020	Deep learning-based classification of fine hand movements from low frequency EEG by Giulia Bressan et al
11-10-2020	Generalized LSTM-based End-to-End Text-Independent Speaker Verification by Soroosh Tayebi Arasteh
11-10-2020	Translating Similar Languages: Role of Mutual Intelligibility in Multilingual Transformers by Ife Adebara et al
11-12-2020	Encoded Value-at-Risk: A Predictive Machine for Financial Risk Management by Hamidreza Arian et al
11-11-2020	Solving high-dimensional parameter inference: marginal posterior densities & Moment Networks by Niall Jeffrey et al

11-12-2020	Utilizing Ensemble Learning for Performance and Power Modeling and Improvement of Parallel Cancer Deep Learning CANDLE Benchmarks by Xingfu Wu et al
11-10-2020	Classification of Polarimetric SAR Images Using Compact Convolutional Neural Networks by Mete Ahishali et al
11-12-2020	Robust Policies via Mid-Level Visual Representations: An Experimental Study in Manipulation and Navigation by Bryan Chen et al
11-13-2020	LEAN: graph-based pruning for convolutional neural networks by extracting longest chains by Richard Schoonhoven et al
11-12-2020	Adversarial Robustness Against Image Color Transformation within Parametric Filter Space by Zhengyu Zhao et al
11-12-2020	Rebounding Bandits for Modeling Satiation Effects by Liu Leqi et al
11-11-2020	Optimizing Large-Scale Fleet Management on a Road Network using Multi-Agent Deep Reinforcement Learning with Graph Neural Network by Juhyeon Kim
11-11-2020	FAT: Training Neural Networks for Reliable Inference Under Hardware Faults by Ussama Zahid et al
11-12-2020	Heterogeneous Data-Aware Federated Learning by Lixuan Yang et al
11-11-2020	Invariant Deep Compressible Covariance Pooling for Aerial Scene Categorization by Shidong Wang et al
11-11-2020	CalibreNet: Calibration Networks for Multilingual Sequence Labeling by Shining Liang et al
11-10-2020	Sample Complexity Bounds for Two Timescale Value-based Reinforcement Learning Algorithms by Tengyu Xu et al
11-11-2020	Joint predictions of multi-modal ride-hailing demands: a deep multi-task multigraph learning-based approach by Jintao Ke et al
11-13-2020	diagNNose: A Library for Neural Activation Analysis by Jaap Jumelet
11-12-2020	Neural Network Training Techniques Regularize Optimization Trajectory: An Empirical Study by Cheng Chen et al
11-10-2020	Glioma Classification Using Multimodal Radiology and Histology Data by Azam Hamidinekoo et al
11-11-2020	(f,Γ)(f,Γ)-Divergences: Interpolating between ff-Divergences and Integral Probability Metrics by Jeremiah Birrell et al
11-11-2020	Sim-To-Real Transfer for Miniature Autonomous Car Racing by Yeong-Jia Roger Chu et al
11-13-2020	Fast and Scalable Earth Texture Synthesis using Spatially Assembled Generative Adversarial Neural Networks by Sung Eun Kim et al
11-12-2020	Metric-Free Individual Fairness with Cooperative Contextual Bandits by Qian Hu et al
11-10-2020	Applications of Online Nonnegative Matrix Factorization to Image and Time-Series Data by Hanbaek Lyu et al
11-11-2020	EGAD: Evolving Graph Representation Learning with Self-Attention and Knowledge Distillation for Live Video Streaming Events by Stefanos Antaris et al
11-13-2020	Learning Predictive Models for Ergonomic Control of Prosthetic Devices by Geoffrey Clark et al
11-11-2020	Testing for Typicality with Respect to an Ensemble of Learned Distributions by Forrest Laine et al
11-13-2020	Synthetic Data -- A Privacy Mirage by Theresa Stadler et al
11-12-2020	Local Anomaly Detection in Videos using Object-Centric Adversarial Learning by Pankaj Raj Roy et al
11-13-2020	Learning language variations in news corpora through differential embeddings by Carlos Selmo et al
11-13-2020	High-Dimensional Multi-Task Averaging and Application to Kernel Mean Embedding by Hannah Marienwald et al
11-12-2020	When deep learning models on GPU can be accelerated by taking advantage of unstructured sparsity by Marcin Pietroń Dominik Żurek
11-11-2020	Linear Dilation-Erosion Perceptron for Binary Classification by Angelica Lourenço Oliveira et al
11-13-2020	Improving Offline Contextual Bandits with Distributional Robustness by Otmane Sakhi et al
11-11-2020	Distill2Vec: Dynamic Graph Representation Learning with Knowledge Distillation by Stefanos Antaris et al
11-10-2020	Supervised PCA: A Multiobjective Approach by Alexander Ritchie et al
11-11-2020	Behaviorally Diverse Traffic Simulation via Reinforcement Learning by Shinya Shiroshita et al
11-12-2020	Multi-View Dynamic Heterogeneous Information Network Embedding by Zhenghao Zhang et al
11-11-2020	An Investigation of Potential Function Designs for Neural CRF by Zechuan Hu et al
11-11-2020	Evaluating Curriculum Learning Strategies in Neural Combinatorial Optimization by Michal Lisicki et al
11-11-2020	Fast semidefinite programming with feedforward neural networks by Tamás Kriváchy et al
11-11-2020	Towards Optimal Problem Dependent Generalization Error Bounds in Statistical Learning Theory by Yunbei Xu et al
11-11-2020	Policing Chronic and Temporary Hot Spots of Violent Crime: A Controlled Field Experiment by Dylan J. Fitzpatrick et al
11-11-2020	Interpretable and synergistic deep learning for visual explanation and statistical estimations of segmentation of disease features from medical images by Sambuddha Ghosal et al
11-12-2020	Image analysis for Alzheimers disease prediction: Embracing pathological hallmarks for model architecture design by Sarah C. Brüningk et al
11-11-2020	Finding Relevant Flood Images on Twitter using Content-based Filters by Björn Barz et al
11-11-2020	VStreamDRLS: Dynamic Graph Representation Learning with Self-Attention for Enterprise Distributed Video Streaming Solutions by Stefanos Antaris et al
11-12-2020	Machine Learning Interpretability Meets TLS Fingerprinting by Mahdi Jafari Siavoshani et al
11-12-2020	Cross Layer Optimization and Distributed Reinforcement Learning Approach for Tile-Based 360 Degree Wireless Video Streaming by Mounssif Krouka et al
11-11-2020	Efficient Neural Architecture Search for End-to-end Speech Recognition via Straight-Through Gradients by Huahuan Zheng et al
11-11-2020	Rule-Based Approach for Party-Based SentimentAnalysis in Legal Opinion Texts by Isanka Rajapaksha et al
11-13-2020	Scaffolding Reflection in Reinforcement Learning Framework for Confinement Escape Problem by Nishant Mohanty et al
11-10-2020	Perturbation-based exploration methods in deep reinforcement learning by Sneha Aenugu
11-11-2020	Ensuring Actionable Recourse via Adversarial Training by Alexis Ross et al
11-11-2020	Ecole: A Gym-like Library for Machine Learning in Combinatorial Optimization Solvers by Antoine Prouvost et al
11-10-2020	Learning to Communicate and Correct Pose Errors by Nicholas Vadivelu et al
11-13-2020	Arabic Dialect Identification Using BERT-Based Domain Adaptation by Ahmad Beltagy et al
11-10-2020	Inferring Symbolic Automata by Dana Fisman et al
11-12-2020	Dependency-based Anomaly Detection: Framework, Methods and Benchmark by Sha Lu et al
11-10-2020	An ensemble-based approach by fine-tuning the deep transfer learning models to classify pneumonia from chest X-ray images by Sagar Kora Venu
11-11-2020	Asymptotically Optimal Information-Directed Sampling by Johannes Kirschner et al
11-10-2020	Preference-Based Learning for User-Guided HZD Gait Generation on Bipedal Walking Robots by Maegan Tucker et al
11-13-2020	LULC classification by semantic segmentation of satellite images using FastFCN by Md. Saif Hassan Onim et al
11-12-2020	Structured Attention Graphs for Understanding Deep Image Classifications by Vivswan Shitole et al
11-12-2020	Investigating Learning in Deep Neural Networks using Layer-Wise Weight Change by Ayush Manish Agrawal et al
11-13-2020	NightVision: Generating Nighttime Satellite Imagery from Infra-Red Observations by Paula Harder et al
11-13-2020	A Study of Domain Generalization on Ultrasound-based Multi-Class Segmentation of Arteries, Veins, Ligaments, and Nerves Using Transfer Learning by Edward Chen et al
11-10-2020	Gaussian Compression Stream: Principle and Preliminary Results by Farouk Yahaya et al
11-13-2020	Federated Multi-Mini-Batch: An Efficient Training Approach to Federated Learning in Non-IID Environments by Mohammad Bakhtiari et al
11-12-2020	Learning to Personalize Treatments When Agents Are Strategic by Evan Munro
11-13-2020	Determinantal Point Processes Implicitly Regularize Semi-parametric Regression Problems by Michaël Fanuel et al
11-13-2020	EDITOR: an Edit-Based Transformer with Repositioning for Neural Machine Translation with Soft Lexical Constraints by Weijia Xu et al
11-10-2020	On Polynomial Approximations for Privacy-Preserving and Verifiable ReLU Networks by Ramy E. Ali et al
11-10-2020	SALR: Sharpness-aware Learning Rates for Improved Generalization by Xubo Yue et al
11-12-2020	Coded Computing for Low-Latency Federated Learning over Wireless Edge Networks by Saurav Prakash et al
11-12-2020	Privacy Preserving in Non-Intrusive Load Monitoring: A Differential Privacy Perspective by Haoxiang Wang et al
11-12-2020	Hierarchical Prosody Modeling for Non-Autoregressive Speech Synthesis by Chung-Ming Chien et al
11-10-2020	Statistical learning for change point and anomaly detection in graphs by Anna Malinovskaya et al
11-10-2020	Expressiveness of Neural Networks Having Width Equal or Below the Input Dimension by Hans-Peter Beise et al
11-10-2020	An End-to-End Differentiable but Explainable Physics Engine for Tensegrity Robots: Modeling and Control by Kun Wang et al
11-11-2020	Regularization of Persistent Homology Gradient Computation by Padraig Corcoran et al
11-11-2020	Accelerating Grasp Exploration by Leveraging Learned Priors by Han Yu Li et al
11-10-2020	Multi-Label Classification Using Link Prediction by Seyed Amin Fadaee et al
11-10-2020	A Statistical Perspective on Coreset Density Estimation by Paxton Turner et al
11-10-2020	Energy consumption forecasting using a stacked nonparametric Bayesian approach by Dilusha Weeraddana et al
11-13-2020	Efficient Subspace Search in Data Streams by Edouard Fouché et al
11-10-2020	Higher-Order Spectral Clustering of Directed Graphs by Steinar Laenen et al
11-13-2020	A Reweighted Meta Learning Framework for Robust Few Shot Learning by Krishnateja Killamsetty et al
11-11-2020	Mostly Harmless Machine Learning: Learning Optimal Instruments in Linear IV Models by Jiafeng Chen et al
11-10-2020	Predicting Water Temperature Dynamics of Unmonitored Lakes with Meta Transfer Learning by Jared D. Willard et al
11-11-2020	Recognizing More Emotions with Less Data Using Self-supervised Transfer Learning by Jonathan Boigne et al
11-13-2020	Toward the Fully Physics-Informed Echo State Network -- an ODE Approximator Based on Recurrent Artificial Neurons by Dong Keun Oh
11-10-2020	Learning for Integer-Constrained Optimization through Neural Networks with Limited Training by Zhou Zhou et al
11-12-2020	Learning causal representations for robust domain adaptation by Shuai Yang et al
11-12-2020	Medical symptom recognition from patient text: An active learning approach for long-tailed multilabel distributions by Ali Mottaghi et al
11-10-2020	What Did You Think Would Happen? Explaining Agent Behaviour Through Intended Outcomes by Herman Yau et al
11-11-2020	Empirical Risk Minimization in the Non-interactive Local Model of Differential Privacy by Di Wang et al
11-11-2020	Sketch and Scale: Geo-distributed tSNE and UMAP by Viska Wei et al
11-10-2020	Self-supervised Graph Representation Learning via Bootstrapping by Feihu Che et al
11-12-2020	Anticipatory Navigation in Crowds by Probabilistic Prediction of Pedestrian Future Movements by Weiming Zhi et al
11-10-2020	Efficient Interpolation of Density Estimators by Paxton Turner et al
11-12-2020	Distributed Sparse SGD with Majority Voting by Kerem Ozfatura et al
11-11-2020	Noise Conscious Training of Non Local Neural Network powered by Self Attentive Spectral Normalized Markovian Patch GAN for Low Dose CT Denoising by Sutanu Bera et al
11-12-2020	Deep Learning Based Generalized Models for Depression Classification by Nadee Seneviratne et al
11-11-2020	Deep Time Delay Neural Network for Speech Enhancement with Full Data Learning by Cunhang Fan et al
11-11-2020	Robust multi-stage model-based design of optimal experiments for nonlinear estimation by Anwesh Reddy Gottu Mukkula et al
11-11-2020	Clustering of Big Data with Mixed Features by Joshua Tobin et al
11-11-2020	Neural network for estimation of optical characteristics of optically active and turbid scattering media by Ali Alavi et al
11-10-2020	Mitigating Leakage in Federated Learning with Trusted Hardware by Javad Ghareh Chamani et al
11-10-2020	Emergent Reciprocity and Team Formation from Randomized Uncertain Social Preferences by Bowen Baker
11-12-2020	Real-World Anomaly Detection by using Digital Twin Systems and Weakly-Supervised Learning by Andrea Castellani et al
11-10-2020	A Quantum-Inspired Probabilistic Model for the Inverse Design of Meta-Structures by Yingtao Luo et al
11-10-2020	Learning Discrete Energy-based Models via Auxiliary-variable Local Exploration by Hanjun Dai et al
11-10-2020	Learning ODE Models with Qualitative Structure Using Gaussian Processes by Steffen Ridderbusch et al
11-10-2020	Two-dimensional Bhattacharyya bound linear discriminant analysis with its applications by Yan-Ru Guo et al
11-10-2020	Compression Boosts Differentially Private Federated Learning by Raouf Kerkouche et al
11-13-2020	DANAE: a denoising autoencoder for underwater attitude estimation by Paolo Russo et al
11-10-2020	Probability-Density-Based Deep Learning Paradigm for the Fuzzy Design of Functional Metastructures by Ying-Tao Luo et al
11-12-2020	Active Reinforcement Learning: Observing Rewards at a Cost by David Krueger et al
11-11-2020	Deep Partial Multi-View Learning by Changqing Zhang et al
11-12-2020	Kernel k-Means, By All Means: Algorithms and Strong Consistency by Debolina Paul et al
11-10-2020	Distributed Stochastic Consensus Optimization with Momentum for Nonconvex Nonsmooth Problems by Zhiguo Wang et al
11-11-2020	TRAILER: Transformer-based Time-wise Long Term Relation Modeling for Citywide Traffic Flow Prediction by Hao Xue et al
11-12-2020	A GAN-based Approach for Mitigating Inference Attacks in Smart Home Environment by Olakunle Ibitoye et al
11-13-2020	Non-stationary Online Regression by Anant Raj et al
11-11-2020	ShadowNet: A Secure and Efficient System for On-device Model Inference by Zhichuang Sun et al
11-12-2020	How to Measure Gender Bias in Machine Translation: Optimal Translators, Multiple Reference Points by Anna Farkas et al
11-11-2020	End-To-End Semi-supervised Learning for Differentiable Particle Filters by Hao Wen et al
11-11-2020	A decision-making tool to fine-tune abnormal levels in the complete blood count tests by Marta Avalos-Fernandez et al
11-12-2020	Learning Inter-Modal Correspondence and Phenotypes from Multi-Modal Electronic Health Records by Kejing Yin et al
11-11-2020	A Primal Approach to Constrained Policy Optimization: Global Optimality and Finite-Time Analysis by Tengyu Xu et al
11-11-2020	Imposing Robust Structured Control Constraint on Reinforcement Learning of Linear Quadratic Regulator by Sayak Mukherjee et al
11-13-2020	Population synthesis for urban resident modeling using deep generative models by Martin Johnsen et al
11-10-2020	Teaching deep learning causal effects improves predictive performance by Jia Li et al
11-10-2020	Traffic congestion and travel time prediction based on historical congestion maps and identification of consensual days by Nicolas Chiabaut et al
11-11-2020	WaDeNet: Wavelet Decomposition based CNN for Speech Processing by Prithvi Suresh et al
11-10-2020	A novel method for Causal Structure Discovery from EHR data, a demonstration on type-2 diabetes mellitus by Xinpeng Shen et al
11-13-2020	Federated Learning System without Model Sharing through Integration of Dimensional Reduced Data Representations by Anna Bogdanova et al
11-10-2020	A deep-learning classifier for cardiac arrhythmias by Carla Sofia Carvalho

11-10-2020	Efficient and Transferable Adversarial Examples from Bayesian Neural Networks by Martin Gubri et al
11-10-2020	Relation-weighted Link Prediction for Disease Gene Identification by Srivamshi Pittala et al
11-11-2020	Matrix Completion with Noise via Leveraged Sampling by Xinjian Huang et al
11-13-2020	A Homotopy Coordinate Descent Optimization Method for l0l0-Norm Regularized Least Square Problem by Zhenzhen Sun et al
11-12-2020	An improved spectral clustering method for community detection under the degree-corrected stochastic blockmodel by Huan Qing et al
11-11-2020	A Novel Privacy-Preserved Recommender System Framework based on Federated Learning by Jiangcheng Qin et al
11-11-2020	I-POST: Intelligent Point of Sale and Transaction System by Farid Khan
11-11-2020	A Nonconvex Framework for Structured Dynamic Covariance Recovery by Katherine Tsai et al
11-10-2020	Sparse within Sparse Gaussian Processes using Neighbor Information by Gia-Lac Tran et al
11-11-2020	A Survey and Implementation of Performance Metrics for Self-Organized Maps by Florent Forest et al
11-10-2020	Two-stage Training of Graph Neural Networks for Graph Classification by Manh Tuan Do et al
11-11-2020	Generative Adversarial Network to Learn Valid Distributions of Robot Configurations for Inverse Kinematics and Constrained Motion Planning by Teguh Santoso Lembono et al
11-11-2020	Deja vu from the SVM Era: Example-based Explanations with Outlier Detection by Penny Chong et al
11-10-2020	A Systematic Comparison of Encrypted Machine Learning Solutions for Image Classification by Veneta Haralampieva et al
11-11-2020	Motion Generation Using Bilateral Control-Based Imitation Learning with Autoregressive Learning by Ayumu Sasagawa et al
11-10-2020	Objective Diagnosis for Histopathological Images Based on Machine Learning Techniques: Classical Approaches and New Trends by Naira Elazab et al
11-12-2020	Fed-Focal Loss for imbalanced data classification in Federated Learning by Dipankar Sarkar et al
11-10-2020	Dynamic Embeddings for Interaction Prediction by Zekarias T. Kefato et al
11-10-2020	UmBERTo-MTSA @ AcCompl-It: Improving Complexity and Acceptability Prediction with Multi-task Learning on Self-Supervised Annotations by Gabriele Sarti
11-13-2020	IoT Wallet: Machine Learning-based Sensor Portfolio Application by Petar Šolić et al
11-11-2020	Filtered Manifold Alignment by Stefan Dernbach et al
11-10-2020	On Estimating the Training Cost of Conversational Recommendation Systems by Stefanos Antaris et al
11-10-2020	Proximal Policy Optimization via Enhanced Exploration Efficiency by Junwei Zhang et al
11-13-2020	Hybrid Federated and Centralized Learning by Ahmet M. Elbir
11-10-2020	Discrete solution pools and noise-contrastive estimation for predict-and-optimize by Maxime Mulamba et al
11-11-2020	Duality-Induced Regularizer for Tensor Factorization Based Knowledge Graph Completion by Zhanqiu Zhang et al
11-10-2020	Feedback-Based Dynamic Feature Selection for Constrained Continuous Data Acquisition by Alp Sahin et al
11-11-2020	Real-Time Decentralized knowledge Transfer at the Edge by Orpaz Goldstein et al
11-10-2020	Understanding Training Efficiency of Deep Learning Recommendation Models at Scale by Bilge Acun et al
11-11-2020	Toward Edge-Centric Network Embeddings by Giuseppe Pirrò
11-11-2020	Split-Treatment Analysis to Rank Heterogeneous Causal Effects for Prospective Interventions by Yanbo Xu et al
11-11-2020	FS-HGR: Few-shot Learning for Hand Gesture Recognition via ElectroMyography by Elahe Rahimian et al
11-10-2020	Uses and Abuses of the Cross-Entropy Loss: Case Studies in Modern Deep Learning by Elliott Gordon-Rodriguez et al
11-11-2020	Learning User Representations with Hypercuboids for Recommender Systems by Shuai Zhang et al
11-11-2020	Bayesian model of electrical heating disaggregation by François Culière et al
11-10-2020	Federated Learning via Intelligent Reflecting Surface by Zhibin Wang et al
11-13-2020	On the stability properties of Gated Recurrent Units neural networks by Fabio Bonassi et al
11-11-2020	Hamiltonian Q-Learning: Leveraging Importance-sampling for Data Efficient RL by Udari Madhushani et al
11-10-2020	Efficient Algorithms for Stochastic Repeated Second-price Auctions by Juliette Achddou et al
11-12-2020	Low PAPR waveform design for OFDM SYSTEM based on Convolutional Auto-Encoder by Yara Huleihel et al
11-12-2020	Online Influence Maximization under Linear Threshold Model by Shuai Li et al
11-12-2020	Power System Event Identification based on Deep Neural Network with Information Loading by Jie Shi et al
11-11-2020	Linear Dilation-Erosion Perceptron Trained Using a Convex-Concave Procedure by Angelica Lourenço Oliveira et al
11-10-2020	Towards Unifying Feature Attribution and Counterfactual Explanations: Different Means to the Same End by Ramaravind K. Mothilal et al
11-10-2020	ATCN: Agile Temporal Convolutional Networks for Processing of Time Series on Edge by Mohammadreza Baharani et al
11-10-2020	MotePy: A domain specific language for low-overhead machine learning and data processing by Jayaraj Poroor
11-10-2020	Deep machine learning-assisted multiphoton microscopy to reduce light exposure and expedite imaging by Stephen McAleer et al
11-10-2020	Unbalanced Optimal Transport using Integral Probability Metric Regularization by J. Saketha Nath
11-10-2020	Building an Automated and Self-Aware Anomaly Detection System by Sayan Chakraborty et al
11-10-2020	Explainable Knowledge Tracing Models for Big Data: Is Ensembling an Answer? by Tirth Shah et al
11-10-2020	Node Attribute Completion in Knowledge Graphs with Multi-Relational Propagation by Eda Bayram et al
11-10-2020	Untangling Dense Knots by Learning Task-Relevant Keypoints by Jennifer Grannen et al
11-10-2020	Neural Latent Dependency Model for Sequence Labeling by Yang Zhou et al
11-10-2020	Estimating Risk-Adjusted Hospital Performance by Eva van Weenen et al
11-10-2020	Topological Regularization via Persistence-Sensitive Optimization by Arnur Nigmetov et al
11-10-2020	A Variational Infinite Mixture for Probabilistic Inverse Dynamics Learning by Hany Abdulsamad et al
11-10-2020	Distributed Learning with Low Communication Cost via Gradient Boosting Untrained Neural Network by Xiatian Zhang et al
11-12-2020	Grasping with Chopsticks: Combating Covariate Shift in Model-free Imitation Learning for Fine Manipulation by Liyiming Ke et al