2020.7.13 Learning papers

07-08-2020	NVAE: A Deep Hierarchical Variational Autoencoder by Arash Vahdat et al
07-08-2020	Decolonial AI: Decolonial Theory as Sociotechnical Foresight in Artificial Intelligence by Shakir Mohamed et al
07-07-2020	Strong Generalization and Efficiency in Neural Programs by Yujia Li et al
07-08-2020	The Scattering Compositional Learner: Discovering Objects, Attributes, Relationships in Analogical Reasoning by Yuhuai Wu et al
07-08-2020	Pitfalls to Avoid when Interpreting Machine Learning Models by Christoph Molnar et al
07-08-2020	Robust pricing and hedging via neural SDEs by Patryk Gierjatowicz et al
07-08-2020	Self-Supervised Policy Adaptation during Deployment by Nicklas Hansen et al
07-09-2020	SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning by Kimin Lee et al
07-09-2020	Learning Graph Structure With A Finite-State Automaton Layer by Daniel D. Johnson et al
07-09-2020	ThreeDWorld: A Platform for Interactive Multi-Modal Physical Simulation by Chuang Gan et al
07-09-2020	Improving the Robustness of Trading Strategy Backtesting with Boltzmann Machines and Generative Adversarial Networks by Edmond Lezmi et al
07-07-2020	Machine Learning Classification of Kuiper Belt Populations by Rachel A. Smullen et al
07-09-2020	One Policy to Control Them All: Shared Modular Policies for Agent-Agnostic Control by Wenlong Huang et al
07-08-2020	Combining Differentiable PDE Solvers and Graph Neural Networks for Fluid Flow Prediction by Filipe de Avila Belbute-Peres et al
07-07-2020	Provably Safe PAC-MDP Exploration Using Analogies by Melrose Roderick et al
07-07-2020	Language Modeling with Reduced Densities by Tai-Danae Bradley et al
07-09-2020	Improving Style-Content Disentanglement in Image-to-Image Translation by Aviv Gabbay et al
07-09-2020	Auxiliary Tasks Speed Up Learning PointGoal Navigation by Joel Ye et al
07-07-2020	The Go Transformer: Natural Language Modeling for Game Play by David Noever et al
07-07-2020	Off-Policy Evaluation via the Regularized Lagrangian by Mengjiao Yang et al
07-08-2020	Responsive Safety in Reinforcement Learning by PID Lagrangian Methods by Adam Stooke et al
07-09-2020	A Cordial Sync: Going Beyond Marginal Policies for Multi-Agent Embodied Tasks by Unnat Jain et al
07-08-2020	Quaternion Capsule Networks by Barış Özcan et al
07-07-2020	Deep Reinforcement Learning and its Neuroscientific Implications by Matthew Botvinick et al
07-08-2020	Deep Placental Vessel Segmentation for Fetoscopic Mosaicking by Sophia Bano et al
07-08-2020	A Natural Actor-Critic Algorithm with Downside Risk Constraints by Thomas Spooner et al
07-08-2020	Automatic Probe Movement Guidance for Freehand Obstetric Ultrasound by Richard Droste et al
07-09-2020	InfoMax-GAN: Improved Adversarial Image Generation via Information Maximization and Contrastive Learning by Kwot Sin Lee et al
07-09-2020	Wandering Within a World: Online Contextualized Few-Shot Learning by Mengye Ren et al
07-08-2020	Stochastic Hamiltonian Gradient Methods for Smooth Games by Nicolas Loizou et al
07-08-2020	Remix: Rebalanced Mixup by Hsin-Ping Chou et al
07-07-2020	Hierarchical nucleation in deep neural networks by Diego Doimo et al
07-08-2020	PointMask: Towards Interpretable and Bias-Resilient Point Cloud Processing by Saeid Asgari Taghanaki et al
07-07-2020	See, Hear, Explore: Curiosity via Audio-Visual Association by Victoria Dean et al
07-07-2020	3D Topology Transformation with Generative Adversarial Networks by Luca Stornaiuolo et al
07-09-2020	Assistive VR Gym: Using Interactions with Real People to Improve Virtual Assistive Robots by Zackory Erickson et al
07-09-2020	Invertible Zero-Shot Recognition Flows by Yuming Shen et al
07-08-2020	Attention-based Residual Speech Portrait Model for Speech to Face Generation by Jianrong Wang et al
07-09-2020	Efficient detection of adversarial images by Darpan Kumar Yadav et al
07-08-2020	A Critical Evaluation of Open-World Machine Learning by Liwei Song et al
07-07-2020	RIFLE: Backpropagation in Depth for Deep Transfer Learning through Re-Initializing the Fully-connected LayEr by Xingjian Li et al
07-08-2020	Artificial Intelligence and Machine Learning in 5G Network Security: Opportunities, advantages, and future research trends by Noman Haider et al
07-09-2020	Attack of the Tails: Yes, You Really Can Backdoor Federated Learning by Hongyi Wang et al
07-08-2020	Epidemic Exposure Notification with Smartwatch: A Proximity-Based Privacy-Preserving Approach by Pai Chet Ng et al
07-07-2020	Learning Branching Heuristics for Propositional Model Counting by Pashootan Vaezipoor et al
07-08-2020	Meta-Learning One-Class Classification with DeepSets: Application in the Milky Way by Ademola Oladosu et al
07-08-2020	Cultural Cartography with Word Embeddings by Dustin S. Stoltz et al
07-09-2020	Low Dose CT Denoising via Joint Bilateral Filtering and Intelligent Parameter Optimization by Mayank Patwari et al
07-10-2020	New Oracle-Efficient Algorithms for Private Synthetic Data Release by Giuseppe Vietri et al
07-07-2020	Structured (De)composable Representations Trained with Neural Networks by Graham Spinks et al
07-09-2020	Automatic Personality Prediction; an Enhanced Method Using Ensemble Modeling by Majid Ramezani et al
07-09-2020	Novel Subtypes of Pulmonary Emphysema Based on Spatially-Informed Lung Texture Learning by Jie Yang et al
07-08-2020	Less is More: Rejecting Unreliable Reviews for Product Question Answering by Shiwei Zhang et al
07-08-2020	How benign is benign overfitting? by Amartya Sanyal et al
07-08-2020	Learning Speech Representations from Raw Audio by Joint Audiovisual Self-Supervision by Abhinav Shukla et al
07-08-2020	Learning Differential Equations that are Easy to Solve by Jacob Kelly et al
07-09-2020	JBFnet -- Low Dose CT Denoising by Trainable Joint Bilateral Filtering by Mayank Patwari et al
07-09-2020	Green Lighting ML: Confidentiality, Integrity, and Availability of Machine Learning Systems in Deployment by Abhishek Gupta et al
07-10-2020	Using Machine Learning to Detect Ghost Images in Automotive Radar by Florian Kraus et al
07-07-2020	What Gives the Answer Away? Question Answering Bias Analysis on Video QA Datasets by Jianing Yang et al
07-07-2020	GOLD-NAS: Gradual, One-Level, Differentiable by Kaifeng Bi et al
07-09-2020	Client Adaptation improves Federated Learning with Simulated Non-IID Clients by Laura Rieger et al
07-09-2020	Improving Adversarial Robustness by Enforcing Local and Global Compactness by Anh Bui et al
07-07-2020	Do Transformers Need Deep Long-Range Memory by Jack W. Rae et al
07-07-2020	Defending Against Backdoors in Federated Learning with Robust Learning Rate by Mustafa Safa Ozdayi et al
07-09-2020	Localized Motion Artifact Reduction on Brain MRI Using Deep Learning with Effective Data Augmentation Techniques by Yijun Zhao et al
07-07-2020	Learning while Respecting Privacy and Robustness to Distributional Uncertainties and Adversarial Data by Alireza Sadeghi et al
07-08-2020	SLAP: Improving Physical Adversarial Examples with Short-Lived Adversarial Perturbations by Giulio Lovisotto et al
07-09-2020	Revisiting One-vs-All Classifiers for Predictive Uncertainty and Out-of-Distribution Detection in Neural Networks by Shreyas Padhy et al
07-07-2020	Monitoring Browsing Behavior of Customers in Retail Stores via RFID Imaging by Kamran Ali et al
07-07-2020	Efficient Learning of Generative Models via Finite-Difference Score Matching by Tianyu Pang et al
07-08-2020	A Study of Gradient Variance in Deep Learning by Fartash Faghri et al
07-10-2020	A Causal Linear Model to Quantify Edge Unfairness for Unfair Edge Prioritization and Discrimination Removal by Pavan Ravishankar et al
07-07-2020	Lossless CNN Channel Pruning via Gradient Resetting and Convolutional Re-parameterization by Xiaohan Ding et al
07-07-2020	README: REpresentation learning by fairness-Aware Disentangling MEthod by Sungho Park et al
07-10-2020	Self-Reflective Variational Autoencoder by Ifigeneia Apostolopoulou et al
07-10-2020	Detecting Malicious Accounts in Permissionless Blockchains using Temporal Graph Properties by Rachit Agarwal et al
07-07-2020	Artistic Style in Robotic Painting; a Machine Learning Approach to Learning Brushstroke from Human Artists by Ardavan Bidgoli et al
07-08-2020	Combating Domain Shift with Self-Taught Labeling by Jian Liang et al
07-07-2020	Consistency Regularization with Generative Adversarial Networks for Semi-Supervised Image Classification by Zexi Chen et al
07-10-2020	Impact of Legal Requirements on Explainability in Machine Learning by Adrien Bibal et al
07-07-2020	An Emergency Medical Services Clinical Audit System driven by Named Entity Recognition from Deep Learning by Wang Han et al
07-08-2020	Operation-Aware Soft Channel Pruning using Differentiable Masks by Minsoo Kang et al
07-09-2020	Development and Validation of a Novel Prognostic Model for Predicting AMD Progression Using Longitudinal Fundus Images by Joshua Bridge et al
07-10-2020	OT-driven Multi-Domain Unsupervised Ultrasound Image Artifact Removal using a Single CNN by Jaeyoung Huh et al
07-07-2020	Detection as Regression: Certified Object Detection by Median Smoothing by Ping-yeh Chiang et al
07-07-2020	Near Optimal Provable Uniform Convergence in Off-Policy Evaluation for Reinforcement Learning by Ming Yin et al
07-08-2020	Automatic Detection of Sexist Statements Commonly Used at the Workplace by Dylan Grosz et al
07-09-2020	Building an Automated Gesture Imitation Game for Teenagers with ASD by Linda Nanan Vallée et al
07-07-2020	Hierarchical and Unsupervised Graph Representation Learning with Loukass Coarsening by Louis Béthune et al
07-08-2020	Hierarchical Graph Matching Networks for Deep Graph Similarity Learning by Xiang Ling et al
07-07-2020	The curious case of developmental BERTology: On sparsity, transfer learning, generalization and the brain by Xin Wang
07-08-2020	StructureBoost: Efficient Gradient Boosting for Structured Categorical Variables by Brian Lucena
07-08-2020	Scalable Computations of Wasserstein Barycenter via Input Convex Neural Networks by Jiaojiao Fan et al
07-10-2020	Differentially Private Simple Linear Regression by Daniel Alabi et al
07-09-2020	Contrastive Code Representation Learning by Paras Jain et al
07-10-2020	Representations for Stable Off-Policy Reinforcement Learning by Dibya Ghosh et al
07-09-2020	EVO-RL: Evolutionary-Driven Reinforcement Learning by Ahmed Hallawa et al
07-07-2020	SiENet: Siamese Expansion Network for Image Extrapolation by Xiaofeng Zhang et al
07-10-2020	Integrating Logical Rules Into Neural Multi-Hop Reasoning for Drug Repurposing by Yushan Liu et al
07-10-2020	Continual Adaptation for Deep Stereo by Matteo Poggi et al
07-07-2020	Making Adversarial Examples More Transferable and Indistinguishable by Junhua Zou et al
07-10-2020	VRUNet: Multi-Task Learning Model for Intent Prediction of Vulnerable Road Users by Adithya Ranga et al
07-07-2020	Personalized Federated Learning: An Attentive Collaboration Approach by Yutao Huang et al
07-07-2020	Towards a practical measure of interference for reinforcement learning by Vincent Liu et al
07-09-2020	Boundary thickness and robustness in learning models by Yaoqing Yang et al
07-07-2020	Conditional gradient methods for stochastically constrained convex minimization by Maria-Luiza Vladarean et al
07-08-2020	Adaptive Regret for Control of Time-Varying Dynamics by Paula Gradu et al
07-07-2020	Unsupervised CT Metal Artifact Learning using Attention-guided beta-CycleGAN by Junghyun Lee et al
07-08-2020	MCU-Net: A framework towards uncertainty representations for decision support system patient referrals in healthcare contexts by Nabeel Seedat
07-09-2020	A blueprint for building efficient Neural Network Differential Equation Solvers by Akshunna S. Dogra
07-07-2020	A Distributed Cubic-Regularized Newton Method for Smooth Convex Optimization over Networks by César A. Uribe et al
07-07-2020	Regional Image Perturbation Reduces LpLp Norms of Adversarial Examples While Maintaining Model-to-model Transferability by Utku Ozbulak et al
07-08-2020	Robust Re-Identification by Multiple Views Knowledge Distillation by Angelo Porrello et al
07-09-2020	Fast Transformers with Clustered Attention by Apoorv Vyas et al
07-09-2020	AdaScale SGD: A User-Friendly Algorithm for Distributed Training by Tyler B. Johnson et al
07-07-2020	BlockFLow: An Accountable and Privacy-Preserving Solution for Federated Learning by Vaikkunth Mugunthan et al
07-10-2020	Learning to Play Sequential Games versus Unknown Opponents by Pier Giuseppe Sessa et al
07-10-2020	Recognition of Instrument-Tissue Interactions in Endoscopic Videos via Action Triplets by Chinedu Innocent Nwoye et al
07-07-2020	Fast Training of Deep Neural Networks Robust to Adversarial Perturbations by Justin Goodwin et al
07-08-2020	An Efficient Data Imputation Technique for Human Activity Recognition by Ivan Miguel Pires et al
07-08-2020	Predicting the Accuracy of a Few-Shot Classifier by Myriam Bontonou et al
07-10-2020	TIMELY: Improving Labeling Consistency in Medical Imaging for Cell Type Classification by Yushan Liu et al
07-08-2020	A Benchmark of Medical Out of Distribution Detection by Tianshi Cao et al
07-08-2020	SmaAt-UNet: Precipitation Nowcasting using a Small Attention-UNet Architecture by Kevin Trebing et al
07-09-2020	Neural Architecture Search with GBDT by Renqian Luo et al
07-09-2020	Beyond Perturbations: Learning Guarantees with Arbitrary Adversarial Test Examples by Shafi Goldwasser et al
07-07-2020	Imitation Learning Approach for AI Driving Olympics Trained on Real-world and Simulation Data Simultaneously by Mikita Sazanovich et al
07-07-2020	Fast Bayesian Estimation of Spatial Count Data Models by Prateek Bansal et al
07-10-2020	Are pathologist-defined labels reproducible? Comparison of the TUPAC16 mitotic figure dataset with an alternative set of labels by Christof A. Bertram et al
07-10-2020	Scientific Discovery by Generating Counterfactuals using Image Translation by Arunachalam Narayanaswamy et al
07-09-2020	The Trade-Offs of Private Prediction by Laurens van der Maaten et al
07-07-2020	C2G-Net: Exploiting Morphological Properties for Image Classification by Laurin Herbsthofer et al
07-10-2020	Impression Space from Deep Template Network by Gongfan Fang et al

07-07-2020	Streaming Complexity of SVMs by Alexandr Andoni et al
07-10-2020	Learning to plan with uncertain topological maps by Edward Beeching et al
07-07-2020	Efficient and Parallel Separable Dictionary Learning by Cristian Rusu et al
07-07-2020	An Accelerated DFO Algorithm for Finite-sum Convex Functions by Yuwen Chen et al
07-07-2020	Bypassing the Ambient Dimension: Private SGD with Gradient Subspace Identification by Yingxue Zhou et al
07-07-2020	Continual BERT: Continual Learning for Adaptive Extractive Summarization of COVID-19 Literature by Jong Won Park
07-08-2020	Non-parametric Models for Non-negative Functions by Ulysse Marteau-Ferey et al
07-10-2020	Sample-based Regularization: A Transfer Learning Strategy Toward Better Generalization by Yunho Jeon et al
07-08-2020	Transparency Tools for Fairness in AI (Luskin) by Mingliang Chen et al
07-08-2020	Robust Bayesian Classification Using an Optimistic Score Ratio by Viet Anh Nguyen et al
07-08-2020	NASGEM: Neural Architecture Search via Graph Embedding Method by Hsin-Pai Cheng et al
07-09-2020	nn-Reference Transfer Learning for Saliency Prediction by Yan Luo et al
07-09-2020	Learning Over-Parametrized Two-Layer ReLU Neural Networks beyond NTK by Yuanzhi Li et al
07-08-2020	On the relationship between class selectivity, dimensionality, and robustness by Matthew L. Leavitt et al
07-09-2020	SGQuant: Squeezing the Last Bit on Graph Neural Networks with Specialized Quantization by Boyuan Feng et al
07-07-2020	Sharp Analysis of Smoothed Bellman Error Embedding by Ahmed Touati et al
07-10-2020	MAPS: Multi-agent Reinforcement Learning-based Portfolio Management System by Jinho Lee et al
07-08-2020	Distributed Training of Deep Learning Models: A Taxonomic Perspective by Matthias Langer et al
07-09-2020	Multi-view Orthonormalized Partial Least Squares: Regularizations and Deep Extensions by Li Wang et al
07-08-2020	Online probabilistic label trees by Kalina Jasinska-Kobus et al
07-10-2020	Pre-trained Word Embeddings for Goal-conditional Transfer Learning in Reinforcement Learning by Matthias Hutsebaut-Buysse et al
07-07-2020	Gradient Descent Converges to Ridgelet Spectrum by Sho Sonoda et al
07-07-2020	ASGN: An Active Semi-supervised Graph Neural Network for Molecular Property Prediction by Zhongkai Hao et al
07-07-2020	Meta-active Learning in Probabilistically-Safe Optimization by Mariah L. Schrum et al
07-09-2020	IALE: Imitating Active Learner Ensembles by Christoffer Löffler et al
07-07-2020	Robust Multi-Agent Multi-Armed Bandits by Daniel Vial et al
07-09-2020	Adversarially-learned Inference via an Ensemble of Discrete Undirected Graphical Models by Adarsh K. Jeewajee et al
07-10-2020	ExpertNet: Adversarial Learning and Recovery Against Noisy Labels by Amirmasoud Ghiassi et al
07-10-2020	Learning Unstable Dynamical Systems with Time-Weighted Logarithmic Loss by Kamil Nar et al
07-09-2020	SARS-CoV-2 virus RNA sequence classification and geographical analysis with convolutional neural networks approach by Selcuk Yazar
07-10-2020	Algorithmic Fairness in Education by René F. Kizilcec et al
07-10-2020	Evaluation of Big Data based CNN Models in Classification of Skin Lesions with Melanoma by Prasitthichai Naronglerdrit et al
07-08-2020	AutoLR: An Evolutionary Approach to Learning Rate Policies by Pedro Carvalho et al
07-08-2020	Density Fixing: Simple yet Effective Regularization Method based on the Class Prior by Masanari Kimura et al
07-09-2020	Predicting Court Decisions for Alimony: Avoiding Extra-legal Factors in Decision made by Judges and Not Understandable AI Models by Fabrice Muhlenbach et al
07-08-2020	Evaluation of Adversarial Training on Different Types of Neural Networks in Deep Learning-based IDSs by Rana Abou Khamis et al
07-10-2020	Conditioned Time-Dilated Convolutions for Sound Event Detection by Konstantinos Drossos et al
07-09-2020	Learning dynamical systems from data: a simple cross-validation perspective by Boumediene Hamzi et al
07-08-2020	Making learning more transparent using conformalized performance prediction by Matthew J. Holland
07-08-2020	Higher-order methods for convex-concave min-max optimization and monotone variational inequalities by Brian Bullins et al
07-10-2020	Neural Knowledge Extraction From Cloud Service Incidents by Manish Shetty et al
07-09-2020	Monocular Vision based Crowdsourced 3D Traffic Sign Positioning with Unknown Camera Intrinsics and Distortion Coefficients by Hemang Chawla et al
07-09-2020	Multi-Agent Routing Value Iteration Network by Quinlan Sykora et al
07-10-2020	Exponential Convergence of Gradient Methods in Concave Network Zero-sum Games by Amit Kadan et al
07-08-2020	URSABench: Comprehensive Benchmarking of Approximate Bayesian Inference Methods for Deep Neural Networks by Meet P. Vadera et al
07-10-2020	Semi-supervised Learning for Multilayer Graphs Using Diffuse Interface Methods and Fast Matrix Vector Products by Kai Bergermann et al
07-07-2020	Learning Combined Set Covering and Traveling Salesman Problem by Yuwen Yang et al
07-09-2020	Automatic Detection of Major Freeway Congestion Events Using Wireless Traffic Sensor Data: A Machine Learning Approach by Sanaz Aliari et al
07-09-2020	Biological credit assignment through dynamic inversion of feedforward networks by William F. Podlaski et al
07-09-2020	Provably-Efficient Double Q-Learning by Wentao Weng et al
07-08-2020	Robust Geodesic Regression by Ha-Young Shin et al
07-08-2020	Supervised machine learning techniques for data matching based on similarity metrics by Pim Verschuuren et al
07-07-2020	Trajectories, bifurcations and pseudotime in large clinical datasets: applications to myocardial infarction and diabetes data by Sergey E. Golovenkin et al
07-07-2020	An Integer Programming Approach to Deep Neural Networks with Binary Activation Functions by Bubacarr Bah et al
07-07-2020	PinnerSage: Multi-Modal User Embedding Framework for Recommendations at Pinterest by Aditya Pal et al
07-09-2020	Challenges of AI in Wireless Networks for IoT by Ijaz Ahmad et al
07-09-2020	Multimodal price prediction by Aidin Zehtab-Salmasi et al
07-08-2020	Detection of Gravitational Waves Using Bayesian Neural Networks by Yu-Chiung Lin et al
07-07-2020	Single Shot MC Dropout Approximation by Kai Brach et al
07-08-2020	MPC Protocol for G-module and its Application in Secure Compare and ReLU by Qizhi Zhang et al
07-10-2020	Intelligent Credit Limit Management in Consumer Loans Based on Causal Inference by Hang Miao et al
07-09-2020	Behavioral analysis of support vector machine classifier with Gaussian kernel and imbalanced data by Alaa Tharwat
07-07-2020	Adaptive Cascade Submodular Maximization by Shaojie Tang et al
07-09-2020	Graph Convolutional Networks for Graphs Containing Missing Features by Hibiki Taguchi et al
07-10-2020	Fast and Accurate Forecasting of COVID-19 Deaths Using the SIkJαα Model by Ajitesh Srivastava et al
07-07-2020	Asymptotic behaviour of learning rates in Armijos condition by Tuyen Trung Truong et al
07-07-2020	Network Embedding with Completely-imbalanced Labels by Zheng Wang et al
07-09-2020	Multi-task Regularization Based on Infrequent Classes for Audio Captioning by Emre Çakır et al
07-10-2020	ID-Conditioned Auto-Encoder for Unsupervised Anomaly Detection by Sławomir Kapka
07-09-2020	Learnable Hollow Kernels for Anatomical Segmentation by Elizaveta Lazareva et al
07-09-2020	Reformulation of the No-Free-Lunch Theorem for Entangled Data Sets by Kunal Sharma et al
07-07-2020	Predictive Maintenance for Edge-Based Sensor Networks: A Deep Reinforcement Learning Approach by Kevin Shen Hoong Ong et al
07-08-2020	A Nearest Neighbor Characterization of Lebesgue Points in Metric Measure Spaces by Tommaso Cesari et al
07-08-2020	Dynamic social learning under graph constraints by Konstantin Avrachenkov et al
07-07-2020	Towards an Understanding of Residual Networks Using Neural Tangent Hierarchy (NTH) by Yuqing Li et al
07-08-2020	Auto-Sklearn 2.0: The Next Generation by Matthias Feurer et al
07-10-2020	A Two-Timescale Framework for Bilevel Optimization: Complexity Analysis and Application to Actor-Critic by Mingyi Hong et al
07-09-2020	Fast Variational Learning in State-Space Gaussian Process Models by Paul E. Chang et al
07-09-2020	A Kernel-Based Approach to Non-Stationary Reinforcement Learning in Metric Spaces by Omar Darwiche Domingues et al
07-08-2020	Double Prioritized State Recycled Experience Replay by Fanchen Bu
07-10-2020	Deep neural network approximation for high-dimensional elliptic PDEs with boundary conditions by Philipp Grohs et al
07-07-2020	Enabling On-Device CNN Training by Self-Supervised Instance Filtering and Error Map Pruning by Yawen Wu et al
07-07-2020	Spectral Graph-based Features for Recognition of Handwritten Characters: A Case Study on Handwritten Devanagari Numerals by Mohammad Idrees Bhat et al
07-09-2020	Maximum-and-Concatenation Networks by Xingyu Xie et al
07-07-2020	Soft Labeling Affects Out-of-Distribution Detection of Deep Neural Networks by Doyup Lee et al
07-08-2020	An exploration of the influence of path choice in game-theoretic attribution algorithms by Geoff Ward et al
07-10-2020	Handling Collocations in Hierarchical Latent Tree Analysis for Topic Modeling by Leonard K. M. Poon et al
07-08-2020	Attacking Split Manufacturing from a Deep Learning Perspective by Haocheng Li et al
07-10-2020	Characteristics of Monte Carlo Dropout in Wide Neural Networks by Joachim Sicking et al
07-09-2020	Graph-Based Continual Learning by Binh Tang et al
07-10-2020	Generating Adversarial Inputs Using A Black-box Differential Technique by João Batista Pereira Matos Juúnior et al
07-09-2020	Fast Adaptive Non-Monotone Submodular Maximization Subject to a Knapsack Constraint by Georgios Amanatidis et al
07-10-2020	Robust Classification under Class-Dependent Domain Shift by Tigran Galstyan et al
07-07-2020	Deep Ensemble Analysis for Imaging X-ray Polarimetry by A. L. Peirson et al
07-10-2020	Price Optimization in Fashion E-commerce by Sajan Kedia et al
07-09-2020	Expressivity of Deep Neural Networks by Ingo Gühring et al
07-09-2020	Concept Bottleneck Models by Pang Wei Koh et al
07-10-2020	Not Your Grandfathers Test Set: Reducing Labeling Effort for Testing by Begum Taskazan et al
07-08-2020	Contrastive Multiple Correspondence Analysis (cMCA): Applying the Contrastive Learning Method to Identify Political Subgroups by Takanori Fujiwara et al
07-09-2020	Long Short-Term Memory Spiking Networks and Their Applications by Ali Lotfi Rezaabad et al
07-07-2020	Understanding the Impact of Model Incoherence on Convergence of Incremental SGD with Random Reshuffle by Shaocong Ma et al
07-08-2020	Simultaneous Estimation of X-ray Back-Scatter and Forward-Scatter using Multi-Task Learning by Philipp Roser et al
07-08-2020	Linear Tensor Projection Revealing Nonlinearity by Koji Maruhashi et al
07-09-2020	A Policy Gradient Method for Task-Agnostic Exploration by Mirco Mutti et al
07-08-2020	Statistical post-processing of wind speed forecasts using convolutional neural networks by Simon Veldkamp et al
07-10-2020	Improved Analysis of UCRL2 with Empirical Bernstein Inequality by Ronan Fruit et al
07-07-2020	A Survey of Real-Time Social-Based Traffic Detection by Hashim Abu-gellban
07-09-2020	Predictive Value Generalization Bounds by Keshav Vemuri et al
07-10-2020	Product age based demand forecast model for fashion retail by Rajesh Kumar Vashishtha et al
07-07-2020	Backdoor attacks and defenses in feature-partitioned collaborative learning by Yang Liu et al
07-07-2020	Learning excursion sets of vector-valued Gaussian random fields for autonomous ocean sampling by Trygve Olav Fossum et al
07-08-2020	Binary Stochastic Filtering: feature selection and beyond by Andrii Trelin et al
07-09-2020	When Humans and Machines Make Joint Decisions: A Non-Symmetric Bandit Model by Sebastian Bordt et al
07-10-2020	Predicting Illegal Fishing on the Patagonia Shelf from Oceanographic Seascapes by A. John Woodill et al
07-07-2020	Inverse Reinforcement Learning for Sequential Hypothesis Testing and Search by Kunal Pattanayak et al
07-09-2020	A deep learning approach to identify unhealthy advertisements in street view images by Gregory Palmer et al
07-09-2020	Federated Learning of User Authentication Models by Hossein Hosseini et al
07-09-2020	GAMA: a General Automated Machine learning Assistant by Pieter Gijsbers et al
07-09-2020	Mechanisms for Hiding Sensitive Genotypes with Information-Theoretic Privacy by Fangwei Ye et al
07-09-2020	Training Restricted Boltzmann Machines with Binary Synapses using the Bayesian Learning Rule by Xiangming Meng
07-09-2020	Resource Aware Multifidelity Active Learning for Efficient Optimization by Francesco Grassi et al
07-10-2020	Multi-future Merchant Transaction Prediction by Chin-Chia Michael Yeh et al
07-08-2020	A One-step Approach to Covariate Shift Adaptation by Tianyi Zhang et al
07-09-2020	Untapped Potential of Data Augmentation: A Domain Generalization Viewpoint by Vihari Piratla et al
07-07-2020	A Variational Formula for R\enyi Divergences by Jeremiah Birrell et al
07-08-2020	Semi-Supervised Learning with Meta-Gradient by Xin-Yu Zhang et al
07-07-2020	Meta-Learning with Network Pruning by Hongduan Tian et al
07-10-2020	Deep Surrogate Models for Multi-dimensional Regression of Reactor Power by Akshay J. Dave et al
07-10-2020	Reactive Soft Prototype Computing for Concept Drift Streams by Christoph Raab et al
07-07-2020	Estimation and Inference with Trees and Forests in High Dimensions by Vasilis Syrganis et al
07-08-2020	Diverse Ensembles Improve Calibration by Asa Cooper Stickland et al
07-08-2020	Approximation with Neural Networks in Variable Lebesgue Spaces by Ángela Capel et al
07-09-2020	Capturing scattered discriminative information using a deep architecture in acoustic scene classification by Hye-jin Shim et al
07-07-2020	Multivariate Time Series Classification Using Spiking Neural Networks by Haowen Fang et al
07-09-2020	Prostate motion modelling using biomechanically-trained deep neural networks on unstructured nodes by Shaheer U. Saeed et al
07-07-2020	GraphOpt: Learning Optimization Models of Graph Formation by Rakshit Trivedi et al
07-09-2020	Recurrent Neural-Linear Posterior Sampling for Non-Stationary Contextual Bandits by Aditya Ramesh et al
07-10-2020	How An Automated Gesture Imitation Game Can Improve Social Interactions With Teenagers With ASD by Linda Nanan Vallée et al
07-07-2020	Auto-CASH: Autonomous Classification Algorithm Selection with Deep Q-Network by Tianyu Mu et al
07-07-2020	Automated Formal Synthesis of Neural Barrier Certificates for Dynamical Models by Andrea Peruffo et al
07-07-2020	Doubly infinite residual networks: a diffusion process approach by Stefano Peluchetti et al
07-09-2020	Learning to Teach with Deep Interactions by Yang Fan et al
07-09-2020	Semi-supervised Task-driven Data Augmentation for Medical Image Segmentation by Krishna Chaitanya et al
07-08-2020	Few-Shot One-Class Classification via Meta-Learning by Ahmed Frikha et al
07-07-2020	Benefiting Deep Latent Variable Models via Learning the Prior and Removing Latent Regularization by Rogan Morrow et al
07-09-2020	A Study on Encodings for Neural Architecture Search by Colin White et al
07-09-2020	Learning to Bid Optimally and Efficiently in Adversarial First-price Auctions by Yanjun Han et al
07-07-2020	RGCF: Refined Graph Convolution Collaborative Filering with concise and expressive embedding by Kang Liu et al
07-07-2020	Dynamic Regret of Convex and Smooth Functions by Peng Zhao et al
07-07-2020	Coded Computing for Federated Learning at the Edge by Saurav Prakash et al

07-07-2020	Manifold Learning via Manifold Deflation by Daniel Ting et al
07-07-2020	Near-tight closure bounds for Littlestone and threshold dimensions by Badih Ghazi et al
07-07-2020	Robust Learning with Frequency Domain Regularization by Weiyu Guo et al
07-08-2020	Unbiased Lift-based Bidding System by Daisuke Moriwaki et al
07-07-2020	Learning from Data to Optimize Control in Precision Farming by Alexander Kocian et al
07-07-2020	Robust Structured Statistical Estimation via Conditional Gradient Type Methods by Jiacheng Zhuo et al
07-07-2020	Divide-and-Shuffle Synchronization for Distributed Machine Learning by Weiyan Wang et al
07-09-2020	Let the Data Choose its Features: Differentiable Unsupervised Feature Selection by Ofir Lindenbaum et al
07-08-2020	Linear-Time Algorithms for Adaptive Submodular Maximization by Shaojie Tang
07-08-2020	XSleepNet: Multi-View Sequential Model for Automatic Sleep Staging by Huy Phan et al
07-09-2020	Multinomial Logit Bandit with Low Switching Cost by Kefan Dong et al
07-08-2020	Incorporating prior knowledge about structural constraints in model identification by Deepak Maurya et al
07-07-2020	Stochastic Linear Bandits Robust to Adversarial Attacks by Ilija Bogunovic et al
07-10-2020	Variational Inference with Continuously-Indexed Normalizing Flows by Anthony Caterini et al
07-09-2020	Influence Diagram Bandits: Variational Thompson Sampling for Structured Bandit Problems by Tong Yu et al
07-07-2020	Superiority of Simplicity: A Lightweight Model for Network Device Workload Prediction by Alexander Acker et al
07-10-2020	Next Waves in Veridical Network Embedding by Owen G. Ward et al
07-07-2020	Sapphire: Automatic Configuration Recommendation for Distributed Storage Systems by Wenhao Lyu et al
07-07-2020	One-Bit Compressed Sensing via One-Shot Hard Thresholding by Jie Shen
07-09-2020	Probabilistic Value Selection for Space Efficient Model by Gunarto Sindoro Njoo et al
07-09-2020	Active Learning on Attributed Graphs via Graph Cognizant Logistic Regression and Preemptive Query Generation by Florence Regol et al
07-08-2020	RicciNets: Curvature-guided Pruning of High-performance Neural Networks Using Ricci Flow by Samuel Glass et al
07-07-2020	srMO-BO-3GP: A sequential regularized multi-objective constrained Bayesian optimization for design applications by Anh Tran et al
07-07-2020	Analytics of Longitudinal System Monitoring Data for Performance Prediction by Ian J. Costello et al
07-09-2020	Intelligent Warehouse Allocator for Optimal Regional Utilization by Girish Sathyanarayana et al
07-08-2020	Accelerated Sparse Bayesian Learning via Screening Test and Its Applications by Yiping Jiang et al
07-08-2020	Learning from DPPs via Sampling: Beyond HKPV and symmetry by Rémi Bardenet et al
07-07-2020	A Federated F-score Based Ensemble Model for Automatic Rule Extraction by Kun Li et al
07-08-2020	Graph Neural Networks for the Prediction of Substrate-Specific Organic Reaction Conditions by Serim Ryou et al
07-07-2020	Enable an Open Software Defined Mobility Ecosystem through VEC-OF by Sanchu Han et al
07-09-2020	Multi-objective Clustering Algorithm with Parallel Games by Dalila Kessira et al
07-10-2020	Generalized Maximum Entropy for Supervised Classification by Santiago Mazuelas et al
07-07-2020	MO-PaDGAN: Generating Diverse Designs with Multivariate Performance Enhancement by Wei Chen et al