2021.1.11 Learning papers

01-06-2021	Coding for Distributed Multi-Agent Reinforcement Learning by Baoqian Wang et al
01-07-2021	Information-theoretic bounds on quantum advantage in machine learning by Hsin-Yuan Huang et al
01-07-2021	Adversarial Machine Learning for 5G Communications Security by Yalin E. Sagduyu et al
01-05-2021	AutoDropout: Learning Dropout Patterns to Regularize Deep Networks by Hieu Pham et al
01-07-2021	Distribution-Free, Risk-Controlling Prediction Sets by Stephen Bates et al
01-07-2021	An automated machine learning-genetic algorithm (AutoML-GA) approach for efficient simulation-driven engine design optimization by Opeoluwa Owoyele et al
01-06-2021	Adversarial Robustness by Design through Analog Computing and Synthetic Gradients by Alessandro Cappelli et al
01-07-2021	Machine learning dismantling and early-warning signals of disintegration in complex systems by Marco Grassia et al
01-07-2021	The Distracting Control Suite -- A Challenging Benchmark for Reinforcement Learning from Pixels by Austin Stone et al
01-05-2021	Recurrent Neural Networks for Stochastic Control Problems with Delay by Jiequn Han et al
01-07-2021	Self-Attention Based Context-Aware 3D Object Detection by Prarthana Bhattacharyya et al
01-07-2021	Few-Shot Learning with Class Imbalance by Mateusz Ochal et al
01-06-2021	Predicting Forest Fire Using Remote Sensing Data And Machine Learning by Suwei Yang et al
01-06-2021	User Ex Machina : Simulation as a Design Probe in Human-in-the-Loop Text Analytics by Anamaria Crisan et al
01-06-2021	Curriculum-Meta Learning for Order-Robust Continual Relation Extraction by Tongtong Wu et al
01-07-2021	Robust Text CAPTCHAs Using Adversarial Examples by Rulin Shao et al
01-06-2021	Connecting ansatz expressibility to gradient magnitudes and barren plateaus by Zoë Holmes et al
01-05-2021	An A* Curriculum Approach to Reinforcement Learning for RGBD Indoor Robot Navigation by Kaushik Balakrishnan et al
01-06-2021	OAAE: Adversarial Autoencoders for Novelty Detection in Multi-modal Normality Case via Orthogonalized Latent Space by Sungkwon An et al
01-05-2021	Support Vector Machine and YOLO for a Mobile Food Grading System by Lili Zhu et al
01-07-2021	Active learning for object detection in high-resolution satellite images by Alex Goupilleau et al
01-08-2021	Predicting Semen Motility using three-dimensional Convolutional Neural Networks by Priyansi et al
01-07-2021	MSED: a multi-modal sleep event detection model for clinical sleep analysis by Alexander Neergaard Olesen et al
01-06-2021	Hyperboost: Hyperparameter Optimization by Gradient Boosting surrogate models by Jeroen van Hoof et al
01-06-2021	Exploring Text-transformers in AAAI 2021 Shared Task: COVID-19 Fake News Detection in English by Xiangyang Li et al
01-07-2021	Active Screening for Recurrent Diseases: A Reinforcement Learning Approach by Han-Ching Ou et al
01-07-2021	Boundary Conditions for Linear Exit Time Gradient Trajectories Around Saddle Points: Analysis and Algorithm by Rishabh Dixit et al
01-06-2021	Learning Temporal Dynamics from Cycles in Narrated Video by Dave Epstein et al
01-07-2021	Eth2Vec: Learning Contract-Wide Code Representations for Vulnerability Detection on Ethereum Smart Contracts by Nami Ashizawa et al
01-07-2021	On the Convergence of Tsetlin Machines for the XOR Operator by Lei Jiao et al
01-07-2021	Safety-Oriented Pedestrian Motion and Scene Occupancy Forecasting by Katie Luo et al
01-06-2021	A Note on Rough Set Algebra and Core Regular Double Stone Algebras by Daniel J. Clouse
01-05-2021	On the Control of Attentional Processes in Vision by John K. Tsotsos et al
01-06-2021	Learn Dynamic-Aware State Embedding for Transfer Learning by Kaige Yang
01-05-2021	A Priori Generalization Analysis of the Deep Ritz Method for Solving High Dimensional Elliptic Equations by Jianfeng Lu et al
01-07-2021	The Nonconvex Geometry of Linear Inverse Problems by Armin Eftekhari et al
01-07-2021	Homonym Identification using BERT -- Using a Clustering Approach by Rohan Saha
01-05-2021	Constrained Block Nonlinear Neural Dynamical Models by Elliott Skomski et al
01-05-2021	Explainable AI and Adoption of Algorithmic Advisors: an Experimental Study by Daniel Ben David et al
01-06-2021	Model Extraction and Defenses on Generative Adversarial Networks by Hailong Hu et al
01-06-2021	Provably Efficient Reinforcement Learning with Linear Function Approximation Under Adaptivity Constraints by Tianhao Wang et al
01-06-2021	Federated Learning over Noisy Channels: Convergence Analysis and Design Examples by Xizixiang Wei et al
01-05-2021	TGCN: Time Domain Graph Convolutional Network for Multiple Objects Tracking by Jie Zhang
01-07-2021	From Learning to Relearning: A Framework for Diminishing Bias in Social Robot Navigation by Juana Valeria Hurtado et al
01-07-2021	CoachNet: An Adversarial Sampling Approach for Reinforcement Learning by Elmira Amirloo Abolfathi et al
01-07-2021	Simplified DOM Trees for Transferable Attribute Extraction from the Web by Yichao Zhou et al
01-05-2021	Density Compensated Unrolled Networks for Non-Cartesian MRI Reconstruction by Zaccharie Ramzi et al
01-07-2021	SHARKS: Smart Hacking Approaches for RisK Scanning in Internet-of-Things and Cyber-Physical Systems based on Machine Learning by Tanujay Saha et al
01-06-2021	DeepPoison: Feature Transfer Based Stealthy Poisoning Attack by Jinyin Chen et al
01-05-2021	Reinforcement Learning with Latent Flow by Wenling Shang et al
01-08-2021	Simulating SQL Injection Vulnerability Exploitation Using Q-Learning Reinforcement Learning Agents by Laszlo Erdodi et al
01-07-2021	Accelerated, Optimal, and Parallel: Some Results on Model-Based Stochastic Optimization by Karan Chadha et al
01-05-2021	Understanding the Ability of Deep Neural Networks to Count Connected Components in Images by Shuyue Guan et al
01-05-2021	Auto-Encoding Molecular Conformations by Robin Winter et al
01-05-2021	Biosensors and Machine Learning for Enhanced Detection, Stratification, and Classification of Cells: A Review by Hassan Raji et al
01-07-2021	Learning a binary search with a recurrent neural network. A novel approach to ordinal regression analysis by Louis Falissard et al
01-06-2021	Max-Affine Spline Insights Into Deep Network Pruning by Randall Balestriero et al
01-06-2021	The Shapley Value of Classifiers in Ensemble Games by Benedek Rozemberczki et al
01-06-2021	Cauchy-Schwarz Regularized Autoencoder by Linh Tran et al
01-05-2021	Delayed Projection Techniques for Linearly Constrained Problems: Convergence Rates, Acceleration, and Applications by Xiang Li et al
01-06-2021	Deep Reinforcement Learning with Quantum-inspired Experience Replay by Qing Wei et al
01-06-2021	HAVANA: Hierarchical and Variation-Normalized Autoencoder for Person Re-identification by Jiawei Ren et al
01-05-2021	Relaxed Conditional Image Transfer for Semi-supervised Domain Adaptation by Qijun Luo et al
01-07-2021	A spin-glass model for the loss surfaces of generative adversarial networks by Nicholas P Baskerville et al
01-07-2021	Unsupervised Domain Adaptation of Black-Box Source Models by Haojian Zhang et al
01-07-2021	A Tale of Fairness Revisited: Beyond Adversarial Learning for Deep Neural Network Fairness by Becky Mashaido et al
01-06-2021	Cross-Validation and Uncertainty Determination for Randomized Neural Networks with Applications to Mobile Sensors by Ansgar Steland et al
01-06-2021	DICE: Deep Significance Clustering for Outcome-Aware Stratification by Yufang Huang et al
01-08-2021	Quantum Earth Movers Distance: A New Approach to Learning Quantum Data by Bobak Toussi Kiani et al
01-08-2021	Quantum Tensor Network in Machine Learning: An Application to Tiny Object Classification by Fanjie Kong et al
01-08-2021	Deep Convolutional Neural Network based Classification of Alzheimers Disease using MRI data by Ali Nawaz et al
01-07-2021	A Novel Regression Loss for Non-Parametric Uncertainty Optimization by Joachim Sicking et al
01-08-2021	Exploring Fault-Energy Trade-offs in Approximate DNN Hardware Accelerators by Ayesha Siddique et al
01-08-2021	Adversarial Attack Attribution: Discovering Attributable Signals in Adversarial ML Attacks by Marissa Dotter et al
01-08-2021	ADiag: Graph Neural Network Based Diagnosis of Alzheimers Disease by Vishnu Ram Sampathkumar
01-06-2021	Do We Really Need Deep Learning Models for Time Series Forecasting? by Shereen Elsayed et al
01-06-2021	Analyzing the Stability of Non-coplanar Circumbinary Planets using Machine Learning by Zhihui Kong et al
01-06-2021	Statistical learning for accurate and interpretable battery lifetime prediction by Peter M. Attia et al
01-06-2021	Modality-specific Distillation by Woojeong Jin et al
01-07-2021	Average-Reward Off-Policy Policy Evaluation with Function Approximation by Shangtong Zhang et al
01-06-2021	Smoothed functional-based gradient algorithms for off-policy reinforcement learning by Nithia Vijayan et al
01-05-2021	Theory-based Habit Modeling for Enhancing Behavior Prediction by Chao Zhang et al
01-05-2021	WildDeepfake: A Challenging Real-World Dataset for Deepfake Detection by Bojia Zi et al
01-05-2021	Data Quality Measures and Efficient Evaluation Algorithms for Large-Scale High-Dimensional Data by Hyeongmin Cho et al
01-05-2021	Mesh Reconstruction from Aerial Images for Outdoor Terrain Mapping Using Joint 2D-3D Learning by Qiaojun Feng et al
01-05-2021	Deep Learning for Fast and Reliable Initial Access in AI-Driven 6G mmWave Networks by Tarun S. Cousik et al
01-06-2021	Demand Forecasting for Platelet Usage: from Univariate Time Series to Multivariate Models by Maryam Motamedi et al
01-07-2021	Heatmap-based 2D Landmark Detection with a Varying Number of Landmarks by Antonia Stern et al
01-07-2021	A Comprehensive Study on Optimization Strategies for Gradient Descent In Deep Learning by Kaustubh Yadav
01-08-2021	Forecasting Commodity Prices Using Long Short-Term Memory Neural Networks by Racine Ly et al
01-08-2021	One-Class Classification: A Survey by Pramuditha Perera et al
01-06-2021	Comparing Classification Models on Kepler Data by Rohan Saha
01-07-2021	Corner case data description and detection by Tinghui Ouyang et al
01-08-2021	From Black-box to White-box: Examining Confidence Calibration under different Conditions by Franziska Schwaiger et al
01-06-2021	A unified view for unsupervised representation learning with density ratio estimation: Maximization of mutual information, nonlinear ICA and nonlinear subspace estimation by Hiroaki Sasaki et al
01-07-2021	Detecting Suspicious Events in Fast Information Flows by Kristiaan Pelckmans et al
01-05-2021	Local Translation Services for Neglected Languages by David Noever et al
01-07-2021	Combining pretrained CNN feature extractors to enhance clustering of complex natural images by Joris Guerin et al
01-07-2021	Modeling massive multivariate spatial data with the basis graphical lasso by Mitchell Krock et al

01-05-2021	Online Multivalid Learning: Means, Moments, and Prediction Intervals by Varun Gupta et al
01-07-2021	Towards Understanding Learning in Neural Networks with Linear Teachers by Roei Sarussi et al
01-05-2021	Characterizing Intersectional Group Fairness with Worst-Case Comparisons by Avijit Ghosh et al
01-06-2021	Fairness with Continuous Optimal Transport by Silvia Chiappa et al
01-06-2021	Teach me to play, gamer! Imitative learning in computer games via linguistic description of complex phenomena and decision tree by Clemente Rubio-Manzano et al
01-07-2021	Off-Line Arabic Handwritten Words Segmentation using Morphological Operators by Nisreen AbdAllah et al
01-05-2021	Analyzing movies to predict their commercial viability for producers by Devendra Swami et al
01-07-2021	Architectural Patterns for the Design of Federated Learning Systems by Sin Kit Lo et al
01-05-2021	A Symmetric Loss Perspective of Reliable Machine Learning by Nontawat Charoenphakdee et al
01-07-2021	RobustSleepNet: Transfer learning for automated sleep staging at scale by Antoine Guillot et al
01-07-2021	Automatic identification of outliers in Hubble Space Telescope galaxy images by Lior Shamir
01-06-2021	Phishing Attacks and Websites Classification Using Machine Learning and Multiple Datasets (A Comparative Analysis) by Sohail Ahmed Khan et al
01-07-2021	MRNet: a Multi-scale Residual Network for EEG-based Sleep Staging by Xue Jiang
01-08-2021	Towards a Robust and Trustworthy Machine Learning System Development by Pulei Xiong et al
01-05-2021	A unifying approach on bias and variance analysis for classification by Cemre Zor et al
01-05-2021	Het-node2vec: second order random walk sampling for heterogeneous multigraphs embedding by Giorgio Valentini et al
01-06-2021	3D Convolutional Selective Autoencoder For Instability Detection in Combustion Systems by Tryambak Gangopadhyay et al
01-07-2021	Decision Support System for an Intelligent Operator of Utility Tunnel Boring Machines by Gabriel Rodriguez Garcia et al
01-08-2021	SE(3)-Equivariant Graph Neural Networks for Data-Efficient and Accurate Interatomic Potentials by Simon Batzner et al
01-08-2021	Multistage BiCross Encoder: Team GATE Entry for MLIA Multilingual Semantic Search Task 2 by Iknoor Singh et al
01-06-2021	Adaptive Synthetic Characters for Military Training by Volkan Ustun et al
01-07-2021	On the Management of Type 1 Diabetes Mellitus with IoT Devices and ML Techniques by Ignacio Rodriguez
01-06-2021	The data synergy effects of time-series deep learning models in hydrology by Kuai Fang et al
01-07-2021	Detecting Log Anomalies with Multi-Head Attention (LAMA) by Yicheng Guo et al
01-06-2021	Handling many conversions per click in modeling delayed feedback by Ashwinkumar Badanidiyuru et al
01-07-2021	Drift anticipation with forgetting to improve evolving fuzzy system by Clément Leroy et al
01-07-2021	Learning Low-Correlation GPS Spreading Codes with a Policy Gradient Algorithm by Tara Yasmin Mina et al
01-08-2021	Effect of Word Embedding Variable Parameters on Arabic Sentiment Analysis Performance by Anwar Alnawas et al
01-06-2021	A design of human-like robust AI machines in object identification by Bao-Gang Hu et al
01-06-2021	Identification of Latent Variables From Graphical Model Residuals by Boris Hayete et al
01-06-2021	Copula Quadrant Similarity for Anomaly Scores by Matthew Davidow et al
01-06-2021	The Interplay of Demographic Variables and Social Distancing Scores in Deep Prediction of U.S. COVID-19 Cases by Francesca Tang et al
01-07-2021	A Framework for Deep Constrained Clustering by Hongjing Zhang et al
01-07-2021	Contextual Classification Using Self-Supervised Auxiliary Models for Deep Neural Networks by Sebastian Palacio et al
01-07-2021	The Effect of Prior Lipschitz Continuity on the Adversarial Robustness of Bayesian Neural Networks by Arno Blaas et al
01-07-2021	Neural Spectrahedra and Semidefinite Lifts: Global Convex Optimization of Polynomial Activation Neural Networks in Fully Polynomial-Time by Burak Bartan et al
01-07-2021	Towards Optimally Efficient Tree Search with Deep Temporal Difference Learning by Ke He et al
01-06-2021	Controlling Synthetic Characters in Simulations: A Case for Cognitive Architectures and Sigma by Volkan Ustun et al
01-06-2021	Phase Transitions in Transfer Learning for High-Dimensional Perceptrons by Oussama Dhifallah et al
01-05-2021	SoS Degree Reduction with Applications to Clustering and Robust Moment Estimation by David Steurer et al
01-08-2021	Towards Accelerating Training of Batch Normalization: A Manifold Perspective by Mingyang Yi et al
01-07-2021	Metric Learning for Session-based Recommendations by Bartłomiej Twardowski et al
01-08-2021	Sequential Naive Learning by Itai Arieli et al
01-08-2021	Symmetry-adapted graph neural networks for constructing molecular dynamics force fields by Zun Wang et al
01-05-2021	Large-Scale Extended Granger Causality for Classification of Marijuana Users From Functional MRI by M. Ali Vosoughi et al
01-08-2021	Twitch Gamers: a Dataset for Evaluating Proximity Preserving and Structural Role-based Node Embeddings by Benedek Rozemberczki et al
01-05-2021	Generating Informative CVE Description From ExploitDB Posts by Extractive Summarization by Jiamou Sun et al
01-08-2021	NVAE-GAN Based Approach for Unsupervised Time Series Anomaly Detection by Liang Xu et al
01-05-2021	Minibatch optimal transport distances; analysis and applications by Kilian Fatras et al
01-07-2021	Knowledge Distillation in Iterative Generative Models for Improved Sampling Speed by Eric Luhman et al
01-07-2021	A Clinical Evaluation of a Low-Cost Strain Gauge Respiration Belt and Machine Learning to Detect Sleep Apnea by Stein Kristiansen et al
01-08-2021	A Bayesian Approach to Block-Term Tensor Decomposition Model Selection and Computation by Paris V. Giampouras et al
01-05-2021	Learning Sign-Constrained Support Vector Machines by Kenya Tajima et al
01-06-2021	Infinitely Wide Tensor Networks as Gaussian Process by Erdong Guo et al
01-05-2021	Fixed-MAML for Few Shot Classification in Multilingual Speech Emotion Recognition by Anugunj Naman et al
01-06-2021	GraphHop: An Enhanced Label Propagation Method for Node Classification by Tian Xie et al
01-05-2021	Design and Analysis of a Synthetic Prediction Market using Dynamic Convex Sets by Nishanth Nakshatri et al
01-07-2021	Distances with mixed type variables some modified Gowers coefficients by Marcello D'Orazio
01-05-2021	To do or not to do: cost-sensitive causal decision-making by Diego Olaya et al
01-05-2021	On the price of explainability for some clustering problems by Eduardo Laber et al
01-07-2021	Shallow Bayesian Meta Learning for Real-World Few-Shot Recognition by Xueting Zhang et al
01-05-2021	Efficient Reachability Analysis of Closed-Loop Systems with Neural Network Controllers by Michael Everett et al
01-07-2021	Long Horizon Forecasting With Temporal Point Processes by Prathamesh Deshpande et al
01-08-2021	Spatial Object Recommendation with Hints: When Spatial Granularity Matters by Hui Luo et al
01-05-2021	Structured Machine Learning Tools for Modelling Characteristics of Guided Waves by Marcus Haywood-Alexander et al
01-07-2021	Deep Generative Model for Efficient 3D Airfoil Parameterization and Generation by Wei Chen et al
01-06-2021	Predicting Illness for a Sustainable Dairy Agriculture: Predicting and Explaining the Onset of Mastitis in Dairy Cows by Cathal Ryan et al
01-06-2021	Bayesian Inference of Random Dot Product Graphs via Conic Programming by David Wu et al
01-05-2021	GRAPPA-GANs for Parallel MRI Reconstruction by Nader Tavaf et al
01-07-2021	Transfer Learning Between Different Architectures Via Weights Injection by Maciej A. Czyzewski
01-06-2021	User Response Prediction in Online Advertising by Zhabiz Gharibshah et al
01-05-2021	dame-flame: A Python Library Providing Fast Interpretable Matching for Causal Inference by Neha R. Gupta et al
01-08-2021	Differentially Private Federated Learning for Cancer Prediction by Constance Beguier et al
01-06-2021	Interspeech 2021 Deep Noise Suppression Challenge by Chandan K A Reddy et al
01-07-2021	BRDS: An FPGA-based LSTM Accelerator with Row-Balanced Dual-Ratio Sparsification by Seyed Abolfazl Ghasemzadeh et al
01-08-2021	Learning non-Gaussian graphical models via Hessian scores and triangular transport by Ricardo Baptista et al
01-06-2021	Geometric Entropic Exploration by Zhaohan Daniel Guo et al
01-07-2021	Dynamic Graph Collaborative Filtering by Xiaohan Li et al
01-08-2021	A general framework for modeling and dynamic simulation of multibody systems using factor graphs by José-Luis Blanco-Claraco et al
01-05-2021	Node2Seq: Towards Trainable Convolutions in Graph Neural Networks by Hao Yuan et al
01-05-2021	Label Augmentation via Time-based Knowledge Distillation for Financial Anomaly Detection by Hongda Shen et al
01-05-2021	Data-Driven Copy-Paste Imputation for Energy Time Series by Moritz Weber et al
01-05-2021	Off-Policy Evaluation of Slate Policies under Bayes Risk by Nikos Vlassis et al
01-07-2021	Retrieval of Coloured Dissolved Organic Matter with Machine Learning Methods by Ana B. Ruescas et al
01-05-2021	Exact solution to the random sequential dynamics of a message passing algorithm by Burak Çakmak et al
01-05-2021	Sequential Choice Bandits with Feedback for Personalizing users experience by Anshuka Rangi et al
01-08-2021	BN-invariant sharpness regularizes the training model to better generalization by Mingyang Yi et al
01-06-2021	RANK: AI-assisted End-to-End Architecture for Detecting Persistent Attacks in Enterprise Networks by Hazem M. Soliman et al
01-05-2021	Weight-of-evidence 2.0 with shrinkage and spline-binning by Jakob Raymaekers et al
01-08-2021	Infinite-dimensional Folded-in-time Deep Neural Networks by Florian Stelzer et al
01-05-2021	Risk markers by sex and age group for in-hospital mortality in patients with STEMI or NSTEMI: an approach based on machine learning by Blanca Vazquez et al
01-05-2021	Handling Hard Affine SDP Shape Constraints in RKHSs by Pierre-Cyril Aubin-Frankowski et al
01-05-2021	Environment Transfer for Distributed Systems by Chunheng Jiang et al
01-07-2021	Dataset Definition Standard (DDS) by Cyril Cappi et al
01-06-2021	Attention-based Convolutional Autoencoders for 3D-Variational Data Assimilation by Julian Mack et al
01-07-2021	Neural Storage: A New Paradigm of Elastic Memory by Prabuddha Chakraborty et al
01-06-2021	IPLS : A Framework for Decentralized Federated Learning by Christodoulos Pappas et al
01-06-2021	Bipartite mixed membership stochastic blockmodel by Huan Qing et al
01-08-2021	Approaching Neural Network Uncertainty Realism by Joachim Sicking et al
01-05-2021	Adversarially trained LSTMs on reduced order models of urban air pollution simulations by César Quilodrán-Casas et al
01-07-2021	Application of Knowledge Graphs to Provide Side Information for Improved Recommendation Accuracy by Yuhao Mao et al
01-05-2021	Convergence and finite sample approximations of entropic regularized Wasserstein distances in Gaussian and RKHS settings by Minh Ha Quang
01-05-2021	Hierarchical Sampler for Probabilistic Programs via Separation of Control and Data by Ichiro Hasuo et al
01-08-2021	On the Turnpike to Design of Deep Neural Nets: Explicit Depth Bounds by Timm Faulwasser et al
01-05-2021	COVID-19: Comparative Analysis of Methods for Identifying Articles Related to Therapeutics and Vaccines without Using Labeled Data by Mihir Parmar et al
01-06-2021	Explainable Systematic Analysis for Synthetic Aperture Sonar Imagery by Sarah Walker et al