2020.11.2 Learning papers

10-27-2020	Language ID in the Wild: Unexpected Challenges on the Path to a Thousand-Language Web Text Corpus by Isaac Caswell et al
10-28-2020	Deep learning versus kernel learning: an empirical study of loss landscape geometry and the time evolution of the Neural Tangent Kernel by Stanislav Fort et al
10-29-2020	Understanding the Failure Modes of Out-of-Distribution Generalization by Vaishnavh Nagarajan et al
10-27-2020	Scientific intuition inspired by machine learning generated hypotheses by Pascal Friederich et al
10-27-2020	Scaling Laws for Autoregressive Generative Modeling by Tom Henighan et al
10-27-2020	Upsampling artifacts in neural audio synthesis by Jordi Pons et al
10-27-2020	One Solution is Not All You Need: Few-Shot Extrapolation via Structured MaxEnt RL by Saurabh Kumar et al
10-28-2020	Do Wide and Deep Networks Learn the Same Things? Uncovering How Neural Network Representations Vary with Width and Depth by Thao Nguyen et al
10-27-2020	Implicit Under-Parameterization Inhibits Data-Efficient Deep Reinforcement Learning by Aviral Kumar et al
10-28-2020	The geometry of integration in text classification RNNs by Kyle Aitken et al
10-27-2020	Deep Learning for Individual Heterogeneity by Max H. Farrell et al
10-27-2020	COG: Connecting New Skills to Past Experience with Offline Reinforcement Learning by Avi Singh et al
10-27-2020	Conservative Safety Critics for Exploration by Homanga Bharadhwaj et al
10-27-2020	Unsupervised Domain Adaptation for Visual Navigation by Shangda Li et al
10-27-2020	Are wider nets better given the same number of parameters? by Anna Golubeva et al
10-28-2020	Tree-structured Ising models can be learned efficiently by Constantinos Daskalakis et al
10-27-2020	Memory Optimization for Deep Networks by Aashaka Shah et al
10-27-2020	γγ-Models: Generative Temporal Difference Learning for Infinite-Horizon Prediction by Michael Janner et al
10-28-2020	GloFlow: Global Image Alignment for Creation of Whole Slide Images for Pathology from Video by Viswesh Krishna et al
10-28-2020	Training Generative Adversarial Networks by Solving Ordinary Differential Equations by Chongli Qin et al
10-29-2020	Measuring and Harnessing Transference in Multi-Task Learning by Christopher Fifty et al
10-29-2020	Cream of the Crop: Distilling Prioritized Paths For One-Shot Neural Architecture Search by Houwen Peng et al
10-28-2020	Fusion Models for Improved Visual Captioning by Marimuthu Kalimuthu et al
10-30-2020	Unsupervised Monocular Depth Learning in Dynamic Scenes by Hanhan Li et al
10-27-2020	On the Transfer of Disentangled Representations in Realistic Settings by Andrea Dittadi et al
10-27-2020	Learning to be Safe: Deep RL with a Safety Critic by Krishnan Srinivasan et al
10-29-2020	A Helmholtz equation solver using unsupervised learning: Application to transcranial ultrasound by Antonio Stanziola et al
10-29-2020	Matern Gaussian Processes on Graphs by Viacheslav Borovitskiy et al
10-27-2020	Learning to Represent Action Values as a Hypergraph on the Action Vertices by Arash Tavakoli et al
10-29-2020	Semi-Supervised Speech Recognition via Graph-based Temporal Classification by Niko Moritz et al
10-28-2020	Reinforcement Learning for Sparse-Reward Object-Interaction Tasks in First-person Simulated 3D Environments by Wilka Carvalho et al
10-29-2020	Black-Box Optimization of Object Detector Scales by Mohandass Muthuraja et al
10-29-2020	ProCAN: Progressive Growing Channel Attentive Non-Local Network for Lung Nodule Classification by Mundher Al-Shabi et al
10-28-2020	Measuring non-trivial compositionality in emergent communication by Tomasz Korbak et al
10-27-2020	FragmentVC: Any-to-Any Voice Conversion by End-to-End Extracting and Fusing Fine-Grained Voice Fragments With Attention by Yist Y. Lin et al
10-29-2020	Financial ticket intelligent recognition system based on deep learning by Fukang Tian et al
10-28-2020	Multiple Sclerosis Severity Classification From Clinical Text by Alister D Costa et al
10-28-2020	Speech-Image Semantic Alignment Does Not Depend on Any Prior Classification Tasks by Masood S. Mortazavi
10-29-2020	FlatNet: Towards Photorealistic Scene Reconstruction from Lensless Measurements by Salman S. Khan et al
10-28-2020	Exploring Generative Adversarial Networks for Image-to-Image Translation in STEM Simulation by Nick Lawrence et al
10-29-2020	Recurrent Neural Networks for video object detection by Ahmad B Qasim et al
10-29-2020	Explainable Automated Coding of Clinical Notes using Hierarchical Label-wise Attention Networks and Label Embedding Initialisation by Hang Dong et al
10-30-2020	End-to-end Animal Image Matting by Jizhizi Li et al
10-28-2020	Identifying safe intersection design through unsupervised feature extraction from satellite imagery by Jasper S. Wijnands et al
10-28-2020	Understanding the Pathologies of Approximate Policy Evaluation when Combined with Greedification in Reinforcement Learning by Kenny Young et al
10-28-2020	Panoster: End-to-end Panoptic Segmentation of LiDAR Point Clouds by Stefano Gasperini et al
10-29-2020	Learning Personalized Discretionary Lane-Change Initiation for Fully Autonomous Driving Based on Reinforcement Learning by Zhuoxi Liu et al
10-28-2020	Class-incremental learning: survey and performance evaluation by Marc Masana et al
10-29-2020	Progressive Voice Trigger Detection: Accuracy vs Latency by Siddharth Sigtia et al
10-28-2020	Deep Manifold Computing and Visualization by Stan Z. Li et al
10-27-2020	Parallel waveform synthesis based on generative adversarial networks with voicing-aware conditional discriminators by Ryuichi Yamamoto et al
10-28-2020	Test Set Optimization by Machine Learning Algorithms by Kaiming Fu et al
10-28-2020	Designing Interpretable Approximations to Deep Reinforcement Learning with Soft Decision Trees by Nathan Dahlin et al
10-29-2020	Abstract Value Iteration for Hierarchical Reinforcement Learning by Kishor Jothimurugan et al
10-30-2020	Topic-Preserving Synthetic News Generation: An Adversarial Deep Reinforcement Learning Approach by Ahmadreza Mosallanezhad et al
10-28-2020	MedMNIST Classification Decathlon: A Lightweight AutoML Benchmark for Medical Image Analysis by Jiancheng Yang et al
10-29-2020	Teaching a GAN What Not to Learn by Siddarth Asokan et al
10-28-2020	Speech-Based Emotion Recognition using Neural Networks and Information Visualization by Jumana Almahmoud et al
10-28-2020	Evaluating data augmentation for financial time series classification by Elizabeth Fons et al
10-28-2020	A general method for estimating the prevalence of Influenza-Like-Symptoms with Wikipedia data by Giovanni De Toni et al
10-29-2020	Learning to Actively Learn: A Robust Approach by Jifan Zhang et al
10-28-2020	CopyNext: Explicit Span Copying and Alignment in Sequence to Sequence Models by Abhinav Singh et al
10-27-2020	CompRess: Self-Supervised Learning by Compressing Representations by Soroush Abbasi Koohpayegani et al
10-27-2020	Generalized eigen, singular value, and partial least squares decompositions: The GSVD package by Derek Beaton
10-29-2020	Detection of asteroid trails in Hubble Space Telescope images using Deep Learning by Andrei A. Parfeni et al
10-28-2020	Uncovering Latent Biases in Text: Method and Application to Peer Review by Emaad Manzoor et al
10-29-2020	Low-Variance Policy Gradient Estimation with World Models by Michal Nauman et al
10-27-2020	Fit to Measure: Reasoning about Sizes for Robust Object Recognition by Agnese Chiatti et al
10-27-2020	Can Reinforcement Learning for Continuous Control Generalize Across Physics Engines? by Aaqib Parvez Mohammed et al
10-28-2020	A Study on Efficiency in Continual Learning Inspired by Human Learning by Philip J. Ball et al
10-28-2020	Diagnostic data integration using deep neural networks for real-time plasma analysis by A. Rigoni Garola et al
10-29-2020	Unsupervised One-shot Learning of Both Specific Instances and Generalised Classes with a Hippocampal Architecture by Gideon Kowadlo et al
10-27-2020	Fast Interleaved Bidirectional Sequence Generation by Biao Zhang et al
10-28-2020	Medical Deep Learning -- A systematic Meta-Review by Jan Egger et al
10-27-2020	Global Sentiment Analysis Of COVID-19 Tweets Over Time by Muvazima Mansoor et al
10-29-2020	Causal variables from reinforcement learning using generalized Bellman equations by Tue Herlau
10-27-2020	System Identification via Meta-Learning in Linear Time-Varying Environments by Sen Lin et al
10-29-2020	deep21deep21: a Deep Learning Method for 21cm Foreground Removal by T. Lucas Makinen et al
10-28-2020	Attribution Preservation in Network Compression for Reliable Network Interpretation by Geondo Park et al
10-29-2020	Generalization bounds for deep thresholding networks by Arash Behboodi et al
10-30-2020	Health improvement framework for planning actionable treatment process using surrogate Bayesian model by Kazuki Nakamura et al
10-28-2020	Class-Agnostic Segmentation Loss and Its Application to Salient Object Detection and Segmentation by Angira Sharma et al
10-28-2020	Polymer Informatics with Multi-Task Learning by Christopher Künneth et al
10-29-2020	Deep Hurdle Networks for Zero-Inflated Multi-Target Regression: Application to Multiple Species Abundance Estimation by Shufeng Kong et al
10-27-2020	Explainable Machine Learning for Public Policy: Use Cases, Gaps, and Research Directions by Kasun Amarasinghe et al
10-29-2020	Human versus Machine Attention in Deep Reinforcement Learning Tasks by Ruohan Zhang et al
10-27-2020	MultiMix: Sparingly Supervised, Extreme Multitask Learning From Medical Images by Ayaan Haque et al
10-28-2020	Hierarchical Gaussian Processes with Wasserstein-2 Kernels by Sebastian Popescu et al
10-28-2020	An Optimal Control Approach to Learning in SIDARTHE Epidemic model by Andrea Zugarini et al
10-29-2020	A Novel Anomaly Detection Algorithm for Hybrid Production Systems based on Deep Learning and Timed Automata by Nemanja Hranisavljevic et al
10-27-2020	Emotion recognition by fusing time synchronous and time asynchronous representations by Wen Wu et al
10-27-2020	The Teaching Dimension of Kernel Perceptron by Akash Kumar et al
10-28-2020	Graph-based Topic Extraction from Vector Embeddings of Text Documents: Application to a Corpus of News Articles by M. Tarik Altuncu et al
10-27-2020	Expressive yet Tractable Bayesian Deep Learning via Subnetwork Inference by Erik Daxberger et al
10-30-2020	Leveraging Extracted Model Adversaries for Improved Black Box Attacks by Naveen Jafer Nizar et al
10-29-2020	Emergence of Spatial Coordinates via Exploration by Alban Laflaquière
10-27-2020	Nonlinear Monte Carlo Method for Imbalanced Data Learning by Xuli Shen et al
10-28-2020	Cycle-Contrast for Self-Supervised Video Representation Learning by Quan Kong et al
10-27-2020	Batch Reinforcement Learning with a Nonparametric Off-Policy Policy Gradient by Samuele Tosatto et al
10-27-2020	Shapley Flow: A Graph-based Approach to Interpreting Model Predictions by Jiaxuan Wang et al
10-30-2020	DeepWay: a Deep Learning Estimator for Unmanned Ground Vehicle Global Path Planning by Vittorio Mazzia et al
10-30-2020	Biomedical Concept Relatedness -- A large EHR-based benchmark by Claudia Schulz et al
10-27-2020	Spiking Neural Networks -- Part I: Detecting Spatial Patterns by Hyeryung Jang et al
10-29-2020	How do Offline Measures for Exploration in Reinforcement Learning behave? by Jakob J. Hollenstein et al
10-27-2020	Faster Differentially Private Samplers via R\enyi Divergence Analysis of Discretized Langevin MCMC by Arun Ganesh et al
10-30-2020	Thy algorithm shalt not bear false witness: An Evaluation of Multiclass Debiasing Methods on Word Embeddings by Thalea Schlender et al
10-27-2020	Spiking Neural Networks -- Part III: Neuromorphic Communications by Nicolas Skatchkovsky et al
10-28-2020	Raw Audio for Depression Detection Can Be More Robust Against Gender Imbalance than Mel-Spectrogram Features by Andrew Bailey et al
10-28-2020	Real-time Tropical Cyclone Intensity Estimation by Handling Temporally Heterogeneous Satellite Data by Boyo Chen et al
10-30-2020	Goal directed molecule generation using Monte Carlo Tree Search by Anand A. Rajasekar et al
10-30-2020	All of the Fairness for Edge Prediction with Optimal Transport by Charlotte Laclau et al
10-29-2020	Attentive Clustering Processes by Ari Pakman et al
10-28-2020	Rosella: A Self-Driving Distributed Scheduler for Heterogeneous Clusters by Qiong Wu et al
10-28-2020	Explainable Artificial Intelligence for Manufacturing Cost Estimation and Machining Feature Visualization by Soyoung Yoo et al
10-30-2020	Inherent Trade-offs in the Fair Allocation of Treatments by Yuzi He et al
10-27-2020	Its all in the (Sub-)title? Expanding Signal Evaluation in Crowdfunding Research by Constantin von Selasinsky et al
10-29-2020	T-vectors: Weakly Supervised Speaker Identification Using Hierarchical Transformer Model by Yanpei Shi et al
10-27-2020	Improved Guarantees for k-means++ and k-means++ Parallel by Konstantin Makarychev et al
10-27-2020	Hybrid Backpropagation Parallel Reservoir Networks by Matthew Evanusa et al
10-30-2020	Fusion-Catalyzed Pruning for Optimizing Deep Learning on Intelligent Edge Devices by Guangli Li et al
10-29-2020	Multilayer Clustered Graph Learning by Mireille El Gheche et al
10-30-2020	Deep Active Graph Representation Learning by Yanqiao Zhu et al
10-29-2020	Identification of complex mixtures for Raman spectroscopy using a novel scheme based on a new multi-label deep neural network by Liangrui Pan et al
10-30-2020	Deep generative LDA by Yunqi Cai et al
10-28-2020	Structural Causal Model with Expert Augmented Knowledge to Estimate the Effect of Oxygen Therapy on Mortality in the ICU by Md Osman Gani et al
10-30-2020	Bayesian Optimization Meets Laplace Approximation for Robotic Introspection by Matthias Humt et al
10-28-2020	Accurate Prostate Cancer Detection and Segmentation on Biparametric MRI using Non-local Mask R-CNN with Histopathological Ground Truth by Zhenzhen Dai et al
10-28-2020	Predicting Classification Accuracy when Adding New Unobserved Classes by Yuli Slavutsky et al
10-28-2020	Independence Tests Without Ground Truth for Noisy Learners by Andrés Corrada-Emmanuel et al
10-28-2020	A Chinese Text Classification Method With Low Hardware Requirement Based on Improved Model Concatenation by Yuanhao Zhuo
10-30-2020	Learning Vision-based Reactive Policies for Obstacle Avoidance by Elie Aljalbout et al
10-27-2020	Streaming Singular Value Decomposition for Big Data Applications by Gurpreet Singh et al
10-27-2020	Spiking Neural Networks -- Part II: Detecting Spatio-Temporal Patterns by Nicolas Skatchkovsky et al
10-29-2020	A Greedy Algorithm for Quantizing Neural Networks by Eric Lybrand et al

10-27-2020	Deep Probabilistic Imaging: Uncertainty Quantification and Multi-modal Solution Characterization for Computational Imaging by He Sun et al
10-27-2020	Learning to Plan Optimistically: Uncertainty-Guided Deep Exploration via Latent Model Ensembles by Tim Seyde et al
10-27-2020	Improving Text Relationship Modeling with Artificial Data by Peter Organisciak et al
10-29-2020	A Local Search Framework for Experimental Design by Lap Chi Lau et al
10-30-2020	SLM: Learning a Discourse Language Representation with Sentence Unshuffling by Haejun Lee et al
10-27-2020	DualTKB: A Dual Learning Bridge between Text and Knowledge Base by Pierre L. Dognin et al
10-29-2020	Recovery RL: Safe Reinforcement Learning with Learned Recovery Zones by Brijen Thananjeyan et al
10-29-2020	GANs & Reels: Creating Irish Music using a Generative Adversarial Network by Antonina Kolokolova et al
10-29-2020	POMO: Policy Optimization with Multiple Optima for Reinforcement Learning by Yeong-Dae Kwon et al
10-30-2020	A Cross-lingual Natural Language Processing Framework for Infodemic Management by Ridam Pal et al
10-27-2020	Learning Contextualised Cross-lingual Word Embeddings for Extremely Low-Resource Languages Using Parallel Corpora by Takashi Wada et al
10-29-2020	FLANNEL: Focal Loss Based Neural Network Ensemble for COVID-19 Detection by Zhi Qiao et al
10-27-2020	Radiogenomics of Glioblastoma: Identification of Radiomics associated with Molecular Subtypes by Navodini Wijethilake et al
10-27-2020	Its All in the Name: A Character Based Approach To Infer Religion by Rochana Chaturvedi et al
10-27-2020	Selective Classification Can Magnify Disparities Across Groups by Erik Jones et al
10-28-2020	Forecasting Hamiltonian dynamics without canonical coordinates by Anshul Choudhary et al
10-29-2020	AutoAtlas: Neural Network for 3D Unsupervised Partitioning and Representation Learning by K. Aditya Mohan et al
10-28-2020	Representation learning for improved interpretability and classification accuracy of clinical factors from EEG by Garrett Honke et al
10-27-2020	Learning Contextual Tag Embeddings for Cross-Modal Alignment of Audio and Tags by Xavier Favory et al
10-28-2020	Optimizing Short-Time Fourier Transform Parameters via Gradient Descent by An Zhao et al
10-29-2020	On the robustness of kernel-based pairwise learning by Patrick Gensler et al
10-27-2020	An efficient nonconvex reformulation of stagewise convex optimization problems by Rudy Bunel et al
10-27-2020	Behavior Priors for Efficient Reinforcement Learning by Dhruva Tirumala et al
10-29-2020	COVID-FACT: A Fully-Automated Capsule Network-based Framework for Identification of COVID-19 Cases from Chest CT scans by Shahin Heidarian et al
10-27-2020	Federated Learning From Big Data Over Networks by Y. Sarcheshmehpour et al
10-29-2020	FiGLearn: Filter and Graph Learning using Optimal Transport by Matthias Minder et al
10-28-2020	Learning Sampling Distributions Using Local 3D Workspace Decompositions for Motion Planning in High Dimensions by Constantinos Chamzas et al
10-29-2020	Self-awareness in intelligent vehicles: Feature based dynamic Bayesian models for abnormality detection by Divya Thekke Kanapram et al
10-30-2020	Whats in a Loss Function for Image Classification? by Simon Kornblith et al
10-29-2020	PAL : Pretext-based Active Learning by Shubhang Bhatnagar et al
10-27-2020	Leveraging speaker attribute information using multi task learning for speaker verification and diarization by Chau Luu et al
10-27-2020	Online Learning with Primary and Secondary Losses by Avrim Blum et al
10-27-2020	A Statistical Framework for Low-bitwidth Training of Deep Neural Networks by Jianfei Chen et al
10-30-2020	Multiview Variational Graph Autoencoders for Canonical Correlation Analysis by Yacouba Kaloga et al
10-29-2020	CT-CAPS: Feature Extraction-based Automated Framework for COVID-19 Disease Identification from Chest CT Scans using Capsule Networks by Shahin Heidarian et al
10-29-2020	Reliable Graph Neural Networks via Robust Aggregation by Simon Geisler et al
10-30-2020	Experimental design for MRI by greedy policy search by Tim Bakker et al
10-30-2020	Robust Quadrupedal Locomotion on Sloped Terrains: A Linear Policy Approach by Kartik Paigwar et al
10-28-2020	Anomaly detection in average fuel consumption with XAI techniques for dynamic generation of explanations by Alberto Barbado
10-29-2020	Unsupervised Embedding of Hierarchical Structure in Euclidean Space by Jinyu Zhao et al
10-27-2020	Simultaenous Sieves: A Deterministic Streaming Algorithm for Non-Monotone Submodular Maximization by Alan Kuhnle
10-27-2020	Impossibility Results for Grammar-Compressed Linear Algebra by Amir Abboud et al
10-27-2020	On Principal Component Regression in a High-Dimensional Error-in-Variables Setting by Anish Agarwal et al
10-27-2020	Examining Deep Learning Models with Multiple Data Sources for COVID-19 Forecasting by Lijing Wang et al
10-29-2020	LSTM for Model-Based Anomaly Detection in Cyber-Physical Systems by Benedikt Eiteneuer et al
10-28-2020	The distribution of inhibitory neurons in the C. elegans connectome facilitates self-optimization of coordinated neural activity by Alejandro Morales et al
10-28-2020	Link inference of noisy delay-coupled networks: Machine learning and opto-electronic experimental tests by Amitava Banerjee et al
10-29-2020	Can the state of relevant neurons in a deep neural networks serve as indicators for detecting adversarial attacks? by Roger Granda et al
10-30-2020	HOI Analysis: Integrating and Decomposing Human-Object Interaction by Yong-Lu Li et al
10-30-2020	Auto-Panoptic: Cooperative Multi-Component Architecture Search for Panoptic Segmentation by Yangxin Wu et al
10-27-2020	Probabilistic learning on manifolds constrained by nonlinear partial differential equations for small datasets by Christian Soize et al
10-27-2020	Melody-Conditioned Lyrics Generation with SeqGANs by Yihao Chen et al
10-27-2020	Why Does MAML Outperform ERM? An Optimization Perspective by Liam Collins et al
10-29-2020	Multitask Bandit Learning through Heterogeneous Feedback Aggregation by Zhi Wang et al
10-30-2020	Handling Missing Data with Graph Representation Learning by Jiaxuan You et al
10-28-2020	Most ReLU Networks Suffer from ℓ2ℓ2 Adversarial Perturbations by Amit Daniely et al
10-29-2020	Tensor Completion via Tensor Networks with a Tucker Wrapper by Yunfeng Cai et al
10-30-2020	Information-theoretic Feature Selection via Tensor Decomposition and Submodularity by Magda Amiridi et al
10-29-2020	Analyzing the tree-layer structure of Deep Forests by Ludovic Arnould et al
10-29-2020	Learning interaction kernels in mean-field equations of 1st-order systems of interacting particles by Quanjun Lang et al
10-27-2020	Nonlinear State-Space Generalizations of Graph Convolutional Neural Networks by Luana Ruiz et al
10-27-2020	Anti-perturbation of Online Social Networks by Graph Label Transition by Jun Zhuang et al
10-29-2020	Scalable Graph Neural Networks via Bidirectional Propagation by Ming Chen et al
10-30-2020	Multiplicative Updates for NMF with ββ-Divergences under Disjoint Equality Constraints by Valentin Leplat et al
10-30-2020	Cross-Domain Sentiment Classification With Contrastive Learning and Mutual Information Maximization by Tian Li et al
10-27-2020	Sub-sampling for Efficient Non-Parametric Bandit Exploration by Dorian Baudry et al
10-27-2020	Active Learning for Noisy Data Streams Using Weak and Strong Labelers by Taraneh Younesian et al
10-30-2020	Deep Speaker Vector Normalization with Maximum Gaussianality Training by Yunqi Cai et al
10-28-2020	Improving Perceptual Quality by Phone-Fortified Perceptual Loss for Speech Enhancement by Tsun-An Hsieh et al
10-27-2020	DGST: a Dual-Generator Network for Text Style Transfer by Xiao Li et al
10-27-2020	Concentric mixtures of Mallows models for top-kk rankings: sampling and identifiability by Collas Fabien et al
10-29-2020	Off-Policy Interval Estimation with Lipschitz Value Iteration by Ziyang Tang et al
10-29-2020	Identifying Transition States of Chemical Kinetic Systems using Network Embedding Techniques by Paula Mercurio et al
10-29-2020	Domain adaptation under structural causal models by Yuansi Chen et al
10-30-2020	HyperText: Endowing FastText with Hyperbolic Geometry by Yudong Zhu et al
10-29-2020	Machine Learning (In) Security: A Stream of Problems by Fabrício Ceschin et al
10-27-2020	Sparse Symmetric Tensor Regression for Functional Connectivity Analysis by Da Xu
10-27-2020	MILR: Mathematically Induced Layer Recovery for Plaintext Space Error Correction of CNNs by Jonathan Ponader et al
10-30-2020	A Critical Assessment of State-of-the-Art in Entity Alignment by Max Berrendorf et al
10-28-2020	Learning to Unknot by Sergei Gukov et al
10-29-2020	Sparse Signal Reconstruction for Nonlinear Models via Piecewise Rational Optimization by Arthur Marmin et al
10-29-2020	A Single-Loop Smoothed Gradient Descent-Ascent Algorithm for Nonconvex-Concave Min-Max Problems by Jiawei Zhang et al
10-28-2020	Continuous Chaotic Nonlinear System and Lyapunov controller Optimization using Deep Learning by Amr Mahmoud et al
10-27-2020	A Weaker Faithfulness Assumption based on Triple Interactions by Alexander Marx et al
10-29-2020	Overcoming The Limitations of Neural Networks in Composite-Pattern Learning with Architopes by Anastasis Kratsios et al
10-29-2020	The Performance Analysis of Generalized Margin Maximizer (GMM) on Separable Data by Fariborz Salehi et al
10-28-2020	GENs: Generative Encoding Networks by Surojit Saha et al
10-27-2020	A robust low data solution: dimension prediction of semiconductor nanorods by Xiaoli Liu et al
10-29-2020	CNN based Multistage Gated Average Fusion (MGAF) for Human Action Recognition Using Depth and Inertial Sensors by Zeeshan Ahmad et al
10-29-2020	Graph Neural Network for Metal Organic Framework Potential Energy Approximation by Shehtab Zaman et al
10-29-2020	Identification of Ischemic Heart Disease by using machine learning technique based on parameters measuring Heart Rate Variability by Giulia Silveri et al
10-27-2020	Hamilton-Jacobi Deep Q-Learning for Deterministic Continuous-Time Systems with Lipschitz Continuous Controls by Jeongho Kim et al
10-30-2020	Empirical or Invariant Risk Minimization? A Sample Complexity Perspective by Kartik Ahuja et al
10-29-2020	COVI-AgentSim: an Agent-based Model for Evaluating Methods of Digital Contact Tracing by Prateek Gupta et al
10-28-2020	High-dimensional inference: a statistical mechanics perspective by Jean Barbier
10-28-2020	The Evidence Lower Bound of Variational Autoencoders Converges to a Sum of Three Entropies by Jörg Lücke et al
10-27-2020	Neural Architecture Search of SPD Manifold Networks by Rhea Sanjay Sukthanker et al
10-27-2020	{\mu}NAS: Constrained Neural Architecture Search for Microcontrollers by Edgar Liberis et al
10-27-2020	Socially-Compatible Behavior Design of Autonomous Vehicles with Verification on Real Human Data by Letian Wang et al
10-27-2020	Deep generative factorization for speech signal by Haoran Sun et al
10-27-2020	Squeezing value of cross-domain labels: a decoupled scoring approach for speaker verification by Lantian Li et al
10-27-2020	Succinct and Robust Multi-Agent Communication With Temporal Message Control by Sai Qian Zhang et al
10-27-2020	Generalized Insider Attack Detection Implementation using NetFlow Data by Yash Samtani et al
10-29-2020	Multi-agent Trajectory Prediction with Fuzzy Query Attention by Nitin Kamra et al
10-30-2020	AgEBO-Tabular: Joint Neural Architecture and Hyperparameter Search with Autotuned Data-Parallel Training for Tabular Data by Romain Egele et al
10-29-2020	Semantic Labeling Using a Deep Contextualized Language Model by Mohamed Trabelsi et al
10-28-2020	DNSMOS: A Non-Intrusive Perceptual Objective Speech Quality metric to evaluate Noise Suppressors by Chandan K A Reddy et al
10-28-2020	Handling Class Imbalance in Low-Resource Dialogue Systems by Combining Few-Shot Classification and Interpolation by Vishal Sunder et al
10-28-2020	Collective Awareness for Abnormality Detection in Connected Autonomous Vehicles by Divya Thekke Kanapram et al
10-30-2020	Sharp threshold for alignment of graph databases with Gaussian weights by Luca Ganassali
10-30-2020	Marginalised Gaussian Processes with Nested Sampling by Fergus Simpson et al
10-28-2020	Geometric Scattering Attention Networks by Yimeng Min et al
10-27-2020	Out-of-core Training for Extremely Large-Scale Neural Networks With Adaptive Window-Based Scheduling by Akio Hayakawa et al
10-28-2020	Provably Efficient Online Agnostic Learning in Markov Games by Yi Tian et al
10-30-2020	Calibration-Aided Edge Inference Offloading via Adaptive Model Partitioning of Deep Neural Networks by Roberto G. Pacheco et al
10-30-2020	Multiscale Fractal Analysis of Stimulated EEG Signals with Application to Emotion Classification by Kleanthis Avramidis et al
10-29-2020	Targeting for long-term outcomes by Jeremy Yang et al
10-30-2020	Centralized active tracking of a Markov chain with unknown dynamics by Mrigank Raman et al
10-30-2020	On the Impact of Communities on Semi-supervised Classification Using Graph Neural Networks by Hussain Hussain et al
10-28-2020	Evaluating Robustness of Predictive Uncertainty Estimation: Are Dirichlet-based Models Reliable? by Anna-Kathrin Kopetzki et al
10-28-2020	DNA: Differentiable Network-Accelerator Co-Search by Yongan Zhang et al
10-30-2020	Capture the Bot: Using Adversarial Examples to Improve CAPTCHA Robustness to Bot Attacks by Dorjan Hitaj et al
10-29-2020	An Exact Solution Path Algorithm for SLOPE and Quasi-Spherical OSCAR by Shunichi Nomura
10-28-2020	Bandit Policies for Reliable Cellular Network Handovers in Extreme Mobility by Yuanjie Li et al
10-29-2020	Detecting small polyps using a Dynamic SSD-GAN by Daniel C. Ohrenstein et al
10-28-2020	Evaluating Model Robustness to Dataset Shift by Adarsh Subbaswamy et al
10-29-2020	GripNet: Graph Information Propagation on Supergraph for Heterogeneous Graphs by Hao Xu et al
10-29-2020	PersGNN: Applying Topological Data Analysis and Geometric Deep Learning to Structure-Based Protein Function Prediction by Nicolas Swenson et al
10-30-2020	Efficient constrained sampling via the mirror-Langevin algorithm by Kwangjun Ahn et al
10-27-2020	Learning Time Reduction Using Warm Start Methods for a Reinforcement Learning Based Supervisory Control in Hybrid Electric Vehicle Applications by Bin Xu et al
10-27-2020	A Bayesian Perspective on Training Speed and Model Selection by Clare Lyle et al
10-29-2020	A Spatio-temporal Track Association Algorithm Based on Marine Vessel Automatic Identification System Data by Imtiaz Ahmed et al
10-28-2020	Linear Regression Games: Convergence Guarantees to Approximate Out-of-Distribution Solutions by Kartik Ahuja et al
10-28-2020	Cloud-Based Dynamic Programming for an Electric City Bus Energy Management Considering Real-Time Passenger Load Prediction by Junzhe Shi et al
10-29-2020	Greedy Optimization Provably Wins the Lottery: Logarithmic Number of Winning Tickets is Enough by Mao Ye et al
10-30-2020	The Combinatorial Multi-Bandit Problem and its Application to Energy Management by Tobias Jacobs et al
10-29-2020	Gaussian Process Bandit Optimization of theThermodynamic Variational Objective by Vu Nguyen et al
10-27-2020	Adversarial Dueling Bandits by Aadirupa Saha et al

10-30-2020	View selection in multi-view stacking: Choosing the meta-learner by Wouter van Loon et al
10-29-2020	Guaranteeing Safety of Learned Perception Modules via Measurement-Robust Control Barrier Functions by Sarah Dean et al
10-29-2020	Supervised sequential pattern mining of event sequences in sport to identify important patterns of play: an application to rugby union by Rory Bunker et al
10-29-2020	AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts by Taylor Shin et al
10-27-2020	Autoregressive Asymmetric Linear Gaussian Hidden Markov Models by Carlos Puerto-Santana et al
10-30-2020	Revisiting Graph Neural Networks for Link Prediction by Muhan Zhang et al
10-28-2020	On Learning Continuous Pairwise Markov Random Fields by Abhin Shah et al
10-27-2020	Temporal Difference Learning as Gradient Splitting by Rui Liu et al
10-30-2020	Being Single Has Benefits. Instance Poisoning to Deceive Malware Classifiers by Tzvika Shapira et al
10-29-2020	How Many Pages? Paper Length Prediction from the Metadata by Erion Çano et al
10-29-2020	Self-paced Data Augmentation for Training Neural Networks by Tomoumi Takase et al
10-27-2020	Enhanced Classification Accuracy for Cardiotocogram Data with Ensemble Feature Selection and Classifier Ensemble by Tipawan Silwattananusarn et al
10-27-2020	A Probabilistic Representation of Deep Learning for Improving The Information Theoretic Interpretability by Xinjie Lan et al
10-28-2020	Self-awareness in Intelligent Vehicles: Experience Based Abnormality Detection by Divya Kanapram et al
10-29-2020	Robustifying Binary Classification to Adversarial Perturbation by Fariborz Salehi et al
10-27-2020	Energy Consumption and Battery Aging Minimization Using a Q-learning Strategy for a Battery/Ultracapacitor Electric Vehicle by Bin Xu et al
10-27-2020	Take a Chance: Managing the Exploitation-Exploration Dilemma in Customs Fraud Detection via Online Active Learning by Sundong Kim et al
10-28-2020	Detecting Individuals with Depressive Disorder fromPersonal Google Search and YouTube History Logs by Boyu Zhang et al
10-27-2020	Machine Learning Based Demand Modelling for On-Demand Transit Services: A Case Study of Belleville, Ontario by Nael Alsaleh et al
10-28-2020	Estimating Multiplicative Relations in Neural Networks by Bhaavan Goel
10-29-2020	Lessons Learned from the 1st ARIEL Machine Learning Challenge: Correcting Transiting Exoplanet Light Curves for Stellar Spots by Nikolaos Nikolaou et al
10-28-2020	Finite-Time Analysis of Decentralized Stochastic Approximation with Applications in Multi-Agent and Multi-Task Learning by Sihan Zeng et al
10-28-2020	Dynamic Bayesian Approach for decision-making in Ego-Things by Divya Kanapram et al
10-28-2020	Online feature selection for rapid, low-overhead learning in networked systems by Xiaoxuan Wang et al
10-29-2020	Accordion: Adaptive Gradient Communication via Critical Learning Regime Identification by Saurabh Agarwal et al
10-29-2020	Entanglement Induced Barren Plateaus by Carlos Ortiz Marrero et al
10-28-2020	DeepRite: Deep Recurrent Inverse TreatmEnt Weighting for Adjusting Time-varying Confounding in Modern Longitudinal Observational Data by Yanbo Xu et al
10-29-2020	Interpreting glottal flow dynamics for detecting COVID-19 from voice by Soham Deshmukh et al
10-28-2020	Dimensionality Reduction and Anomaly Detection for CPPS Data using Autoencoder by Benedikt Eiteneuer et al
10-29-2020	Bayes-Adaptive Deep Model-Based Policy Optimisation by Tai Hoang et al
10-28-2020	HHAR-net: Hierarchical Human Activity Recognition using Neural Networks by Mehrdad Fazli et al
10-28-2020	An Approach for GCI Fusion With Labeled Multitarget Densities by Yongwen Jin et al
10-28-2020	Graph embedding using multi-layer adjacent point merging model by Jianming Huang et al
10-27-2020	A Sober Look at the Unsupervised Learning of Disentangled Representations and their Evaluation by Francesco Locatello et al
10-28-2020	Game-Theoretic Interactions of Different Orders by Hao Zhang et al
10-28-2020	Fighting Copycat Agents in Behavioral Cloning from Observation Histories by Chuan Wen et al
10-29-2020	Training Speech Recognition Models with Federated Learning: A Quality/Cost Framework by Dhruv Guliani et al
10-29-2020	Deep Jump Q-Evaluation for Offline Policy Evaluation in Continuous Action Space by Hengrui Cai et al
10-29-2020	Latent Space Oddity: Exploring Latent Spaces to Design Guitar Timbres by Jason Taylor
10-28-2020	Higher Order Linear Transformer by Jean Mercat
10-29-2020	Transfer Learning improves MI BCI models classification accuracy in Parkinsons disease patients by Aleksandar Miladinović et al
10-30-2020	Unsatisfied Today, Satisfied Tomorrow: a simulation framework for performance evaluation of crowdsourcing-based network monitoring by Andrea Pimpinella et al
10-28-2020	On Graph Neural Networks versus Graph-Augmented MLPs by Lei Chen et al
10-29-2020	Differential Privacy and Natural Language Processing to Generate Contextually Similar Decoy Messages in Honey Encryption Scheme by Kunjal Panchal
10-27-2020	Deep Networks from the Principle of Rate Reduction by Kwan Ho Ryan Chan et al
10-27-2020	Particle gradient descent model for point process generation by Antoine Brochard et al
10-27-2020	Addressing Purchase-Impression Gap through a Sequential Re-ranker by Shubhangi Tandon et al
10-29-2020	Compensating data shortages in manufacturing with monotonicity knowledge by Martin von Kurnatowski et al
10-30-2020	DeepRx MIMO: Convolutional MIMO Detection with Learned Multiplicative Transformations by Dani Korpi et al
10-29-2020	Over-parametrized neural networks as under-determined linear systems by Austin R. Benson et al
10-29-2020	Graph Regularized Autoencoder and its Application in Unsupervised Anomaly Detection by Imtiaz Ahmed et al
10-29-2020	Limitations of ROC on Imbalanced Data: Evaluation of LVAD Mortality Risk Scores by Faezeh Movahedi et al
10-27-2020	Comparison Analysis of Tree Based and Ensembled Regression Algorithms for Traffic Accident Severity Prediction by Muhammad Umer et al
10-28-2020	NILM as a regression versus classification problem: the importance of thresholding by Daniel Precioso et al
10-27-2020	Graph Contrastive Learning with Adaptive Augmentation by Yanqiao Zhu et al
10-27-2020	Smart Anomaly Detection in Sensor Systems by L. Erhan et al
10-28-2020	Exploring the potential of transfer learning for metamodels of heterogeneous material deformation by Emma Lejeune et al
10-27-2020	Beyond Accuracy: Cost-Aware Data Representation Exploration for Network Traffic Model Performance by Francesco Bronzino et al
10-27-2020	CopyPaste: An Augmentation Method for Speech Emotion Recognition by Raghavendra Pappagari et al