2021.8.9 Learning papers

08-05-2021	Enterprise Analytics using Graph Database and Graph-based Deep Learning by Shagufta Henna et al
08-05-2021	Deep learning for inverse problems with unknown operator by Miguel del Alamo
08-03-2021	Grounding Representation Similarity with Statistical Testing by Frances Ding et al
08-04-2021	Convergence of gradient descent for learning linear neural networks by Gabin Maxime Nguegnang et al
08-05-2021	Performer Identification From Symbolic Representation of Music Using Statistical Models by Syed Rifat Mahmud Rafee et al
08-04-2021	Sparse Continuous Distributions and Fenchel-Young Losses by André F. T. Martins et al
08-05-2021	Potential Applications of Artificial Intelligence and Machine Learning in Radiochemistry and Radiochemical Engineering by E. William Webb et al
08-03-2021	Geometry of Linear Convolutional Networks by Kathlén Kohn et al
08-04-2021	PARADISE: Exploiting Parallel Data for Multilingual Sequence-to-Sequence Pretraining by Machel Reid et al
08-03-2021	Nonperturbative renormalization for the neural network-QFT correspondence by Harold Erbin et al
08-03-2021	GalaxAI: Machine learning toolbox for interpretable analysis of spacecraft telemetry data by Ana Kostovska et al
08-05-2021	Semi- and Self-Supervised Multi-View Fusion of 3D Microscopy Images using Generative Adversarial Networks by Canyu Yang et al
08-05-2021	Communicative Learning with Natural Gestures for Embodied Navigation Agents with Human-in-the-Scene by Qi Wu et al
08-05-2021	GIFAIR-FL: An Approach for Group and Individual Fairness in Federated Learning by Xubo Yue et al
08-05-2021	Spotify Danceability and Popularity Analysis using SAP by Virginia Ochi et al
08-04-2021	High dimensional Bayesian Optimization Algorithm for Complex System in Time Series by Yuyang Chen et al
08-03-2021	Noise-Resistant Deep Metric Learning with Probabilistic Instance Filtering by Chang Liu et al
08-06-2021	Attainment Regions in Feature-Parameter Space for High-Level Debugging in Autonomous Robots by Simón C. Smith et al
08-05-2021	Interpolation can hurt robust generalization even when there is no noise by Konstantin Donhauser et al
08-04-2021	High Performance Across Two Atari Paddle Games Using the Same Perceptual Control Architecture Without Training by Tauseef Gulrez et al
08-06-2021	Transferring Knowledge Distillation for Multilingual Social Event Detection by Jiaqian Ren et al
08-04-2021	Generic Neural Architecture Search via Regression by Yuhong Li et al
08-03-2021	Approximating Attributed Incentive Salience In Large Scale Scenarios. A Representation Learning Approach Based on Artificial Neural Networks by Valerio Bonometti et al
08-03-2021	Double-Dot Network for Antipodal Grasp Detection by Yao Wang et al
08-05-2021	Reducing Unintended Bias of ML Models on Tabular and Textual Data by Guilherme Alves et al
08-04-2021	Pervasive Hand Gesture Recognition for Smartphones using Non-audible Sound and Deep Learning by Ahmed Ibrahim et al
08-05-2021	Rotaflip: A New CNN Layer for Regularization and Rotational Invariance in Medical Images by Juan P. Vigueras-Guillén et al
08-05-2021	Quantum Topological Data Analysis with Linear Depth and Exponential Speedup by Shashanka Ubaru et al
08-06-2021	Identifiable Energy-based Representations: An Application to Estimating Heterogeneous Causal Effects by Yao Zhang et al
08-04-2021	Spacetime Neural Network for High Dimensional Quantum Dynamics by Jiangran Wang et al
08-04-2021	MRCpy: A Library for Minimax Risk Classifiers by Kartheek Bondugula et al
08-03-2021	Neural Calibration for Scalable Beamforming in FDD Massive MIMO with Implicit Channel Estimation by Yifan Ma et al
08-04-2021	Discovering outliers in the Mars Express thermal power consumption patterns by Matej Petković et al
08-03-2021	AdvRush: Searching for Adversarially Robust Neural Architectures by Jisoo Mok et al
08-05-2021	THALIS: Human-Machine Analysis of Longitudinal Symptoms in Cancer Therapy by Carla Floricel et al
08-03-2021	Nonconvex Factorization and Manifold Formulations are Almost Equivalent in Low-rank Matrix Optimization by Yuetian Luo et al
08-05-2021	Adapting to Function Difficulty and Growth Conditions in Private Optimization by Hilal Asi et al
08-05-2021	Online Model-Free Reinforcement Learning for the Automatic Control of a Flexible Wing Aircraft by Mohammed Abouheaf et al
08-04-2021	Generalized Tensor Summation Compressive Sensing Network (GTSNET): An Easy to Learn Compressive Sensing Operation by Mehmet Yamac et al
08-04-2021	VBridge: Connecting the Dots Between Features, Explanations, and Data for Healthcare Models by Furui Cheng et al
08-03-2021	Factor Representation and Decision Making in Stock Markets Using Deep Reinforcement Learning by Zhaolu Dong et al
08-05-2021	Responding to Illegal Activities Along the Canadian Coastlines Using Reinforcement Learning by Mohammed Abouheaf et al
08-05-2021	Learning to Elect by Cem Anil et al
08-03-2021	Learning Causal Relationships from Conditional Moment Conditions by Importance Weighting by Masahiro Kato et al
08-05-2021	Beyond No Regret: Instance-Dependent PAC Reinforcement Learning by Andrew Wagenmaker et al
08-06-2021	Inspecting the Process of Bank Credit Rating via Visual Analytics by Qiangqiang Liu et al
08-06-2021	Interpretable Summaries of Black Box Incident Triaging with Subgroup Discovery by Youcef Remil et al
08-04-2021	The MIT Supercloud Dataset by Siddharth Samsi et al
08-06-2021	Unsupervised Learning of Debiased Representations with Pseudo-Attributes by Seonguk Seo et al
08-03-2021	Controlled Deep Reinforcement Learning for Optimized Slice Placement by Jose Jurandir Alves Esteves et al
08-05-2021	Sparse Communication via Mixed Distributions by António Farinhas et al
08-05-2021	Locally Interpretable One-Class Anomaly Detection for Credit Card Fraud Detection by Tungyu Wu et al
08-04-2021	Under the Radar -- Auditing Fairness in ML for Humanitarian Mapping by Lukas Kondmann et al
08-04-2021	Parallelized Reverse Curriculum Generation by Zih-Yun Chiu et al
08-05-2021	Two-Stage Sector Rotation Methodology Using Machine Learning and Deep Learning Techniques by Tugce Karatas et al
08-05-2021	Lossless Multi-Scale Constitutive Elastic Relations with Artificial Intelligence by Jaber Rezaei Mianroodi et al
08-03-2021	Electrical peak demand forecasting- A review by Shuang Dai et al
08-04-2021	Unsupervised Detection of Lung Nodules in Chest Radiography Using Generative Adversarial Networks by Nitish Bhatt et al
08-04-2021	Growing an architecture for a neural network by Sergey Khashin et al
08-03-2021	Uniform Sampling over Episode Difficulty by Sébastien M. R. Arnold et al
08-06-2021	Rectified Euler k-means and Beyond by Yunxia Lin et al
08-05-2021	Supervised Neural Networks for Illiquid Alternative Asset Cash Flow Forecasting by Tugce Karatas et al
08-05-2021	An Elementary Proof that Q-learning Converges Almost Surely by Matthew T. Regehr et al
08-03-2021	On the Exploitability of Audio Machine Learning Pipelines to Surreptitious Adversarial Examples by Adelin Travers et al
08-05-2021	The AI Economist: Optimal Economic Policy Design via Two-level Deep Reinforcement Learning by Stephan Zheng et al
08-03-2021	Classifying action correctness in physical rehabilitation exercises by Alina Miron et al
08-03-2021	HTTP2vec: Embedding of HTTP Requests for Detection of Anomalous Traffic by Mateusz Gniewkowski et al
08-04-2021	Deep multi-task mining Calabi-Yau four-folds by Harold Erbin et al
08-05-2021	Visual Domain Adaptation for Monocular Depth Estimation on Resource-Constrained Hardware by Julia Hornauer et al
08-03-2021	Toward Spatially Unbiased Generative Models by Jooyoung Choi et al
08-05-2021	Role-based lateral movement detection with unsupervised learning by Brian A. Powell
08-05-2021	On Addressing Heterogeneity in Federated Learning for Autonomous Vehicles Connected to a Drone Orchestrator by Igor Donevski et al
08-03-2021	Large-Scale Differentially Private BERT by Rohan Anil et al
08-03-2021	Domain Generalization via Gradient Surgery by Lucas Mansilla et al
08-06-2021	Machine learning for surface prediction in ACTS by Benjamin Huth et al
08-05-2021	Self-supervised optimization of random material microstructures in the small-data regime by Maximilian Rixner et al
08-06-2021	Deriving Disinformation Insights from Geolocalized Twitter Callouts by David Tuxworth et al
08-05-2021	User Scheduling for Federated Learning Through Over-the-Air Computation by Xiang Ma et al
08-03-2021	Linking Sap Flow Measurements with Earth Observations by Enrico Tomelleri et al
08-05-2021	Mitigating dataset harms requires stewardship: Lessons from 1000 papers by Kenny Peng et al
08-04-2021	Random Convolution Kernels with Multi-Scale Decomposition for Preterm EEG Inter-burst Detection by Christopher Lundy et al
08-03-2021	Offline Decentralized Multi-Agent Reinforcement Learning by Jiechuan Jiang et al
08-05-2021	Video Contrastive Learning with Global Context by Haofei Kuang et al
08-05-2021	Sketch Your Own GAN by Sheng-Yu Wang et al
08-05-2021	Fuzzy Logic based Logical Query Answering on Knowledge Graph by Xuelu Chen et al
08-04-2021	Unsupervised Domain Adaptation in Speech Recognition using Phonetic Features by Rupam Ojha et al
08-04-2021	Machine Learning Classification Methods and Portfolio Allocation: An Examination of Market Efficiency by Yang Bai et al
08-04-2021	How to Query Language Models? by Leonard Adolphs et al
08-06-2021	SELM: Siamese Extreme Learning Machine with Application to Face Biometrics by Wasu Kudisthalert et al
08-03-2021	An Effective Leaf Recognition Using Convolutional Neural Networks Based Features by Boi M. Quach et al
08-04-2021	Secure and Privacy-Preserving Federated Learning via Co-Utility by Josep Domingo-Ferrer et al
08-05-2021	Efficient recurrent neural network methods for anomalously diffusing single particle short and noisy trajectories by Òscar Garibo i Orts et al
08-03-2021	Accelerating the Convergence of Human-in-the-Loop Reinforcement Learning with Counterfactual Explanations by Jakob Karalus et al
08-03-2021	Emergent Discrete Communication in Semantic Spaces by Mycal Tucker et al
08-06-2021	Spatiotemporal Contrastive Learning of Facial Expressions in Videos by Shuvendu Roy et al
08-05-2021	Hate Speech Detection in Roman Urdu by Moin Khan et al
08-05-2021	Differentially Private n-gram Extraction by Kunho Kim et al
08-05-2021	BOSS: Bidirectional One-Shot Synthesis of Adversarial Examples by Ismail Alkhouri et al
08-04-2021	FedJAX: Federated learning simulation with JAX by Jae Hun Ro et al
08-04-2021	Hyperparameter-free and Explainable Whole Graph Embedding by Hao Wang et al
08-03-2021	The Devil is in the GAN: Defending Deep Generative Models Against Backdoor Attacks by Ambrish Rawat et al
08-03-2021	Automatic classification of eclipsing binary stars using deep learning methods by Michal Čokina et al
08-05-2021	A variational Bayesian spatial interaction model for estimating revenue and demand at business facilities by Shanaka Perera et al
08-05-2021	Multimodal Meta-Learning for Time Series Regression by Sebastian Pineda Arango et al
08-06-2021	Detecting Requirements Smells With Deep Learning: Experiences, Challenges and Future Work by Mohammad Kasra Habib et al
08-05-2021	How to avoid machine learning pitfalls: a guide for academic researchers by Michael A. Lones
08-05-2021	A New State-of-the-Art Transformers-Based Load Forecaster on the Smart Grid Domain by Andre Luiz Farias Novaes et al
08-06-2021	AI-based Aortic Vessel Tree Segmentation for Cardiovascular Diseases Treatment: Status Quo by Yuan Jin et al
08-04-2021	Stochastic Deep Model Reference Adaptive Control by Girish Joshi et al
08-04-2021	Improving Aleatoric Uncertainty Quantification in Multi-Annotated Medical Image Segmentation with Normalizing Flows by M. M. A. Valiuddin et al
08-05-2021	A Data Augmented Approach to Transfer Learning for Covid-19 Detection by Shagufta Henna et al
08-03-2021	SINGA-Easy: An Easy-to-Use Framework for MultiModal Analysis by Naili Xing et al
08-05-2021	Building a Foundation for Data-Driven, Interpretable, and Robust Policy Design using the AI Economist by Alexander Trott et al
08-03-2021	Robust Compressed Sensing MRI with Deep Generative Priors by Ajil Jalal et al
08-05-2021	Understanding Human Innate Immune System Dependencies using Graph Neural Networks by Shagufta Henna
08-04-2021	Random Offset Block Embedding Array (ROBE) for CriteoTB Benchmark MLPerf DLRM Model : 1000×× Compression and 2.7×× Faster Inference by Aditya Desai et al

08-05-2021	Using Metamorphic Relations to Verify and Enhance Artcode Classification by Liming Xu et al
08-04-2021	Regret Analysis of Learning-Based MPC with Partially-Unknown Cost Function by Ilgin Dogan et al
08-05-2021	A Low Rank Promoting Prior for Unsupervised Contrastive Learning by Yu Wang et al
08-04-2021	A Pragmatic Look at Deep Imitation Learning by Kai Arulkumaran et al
08-04-2021	Personalized Federated Learning with Clustering: Non-IID Heart Rate Variability Data Application by Joo Hun Yoo et al
08-03-2021	Non-local Graph Convolutional Network for joint Activity Recognition and Motion Prediction by Dianhao Zhang et al
08-03-2021	Where do Models go Wrong? Parameter-Space Saliency Maps for Explainability by Roman Levin et al
08-06-2021	Path classification by stochastic linear recurrent neural networks by Wiebke Bartolomaeus et al
08-03-2021	Fast Estimation Method for the Stability of Ensemble Feature Selectors by Rina Onda et al
08-03-2021	Optimal Transport for Unsupervised Restoration Learning by Wei Wang et al
08-03-2021	Spectral Graph Convolutional Networks With Lifting-based Adaptive Graph Wavelets by Mingxing Xu et al
08-04-2021	Multi-Label Gold Asymmetric Loss Correction with Single-Label Regulators by Cosmin Octavian Pene et al
08-04-2021	Semi-weakly Supervised Contrastive Representation Learning for Retinal Fundus Images by Boon Peng Yap et al
08-04-2021	Predicting Post-Concussion Syndrome Outcomes with Machine Learning by Minhong Kim
08-03-2021	Generalization in Multimodal Language Learning from Simulation by Aaron Eisermann et al
08-06-2021	A Study on Dense and Sparse (Visual) Rewards in Robot Policy Learning by Abdalkarim Mohtasib et al
08-03-2021	From augmented microscopy to the topological transformer: a new approach in cell image analysis for Alzheimers research by Wooseok Jung
08-04-2021	BEANNA: A Binary-Enabled Architecture for Neural Network Acceleration by Caleb Terrill et al
08-04-2021	RockGPT: Reconstructing three-dimensional digital rocks from single two-dimensional slice from the perspective of video generation by Qiang Zheng et al
08-05-2021	COVID-Net US: A Tailored, Highly Efficient, Self-Attention Deep Convolutional Neural Network Design for Detection of COVID-19 Patient Cases from Point-of-care Ultrasound Imaging by Alexander MacLean et al
08-03-2021	Numerical Solution of Stiff Ordinary Differential Equations with Random Projection Neural Networks by Evangelos Galaris et al
08-04-2021	Learning Task Agnostic Skills with Data-driven Guidance by Even Klemsdal et al
08-05-2021	Using Machine Learning to Predict Game Outcomes Based on Player-Champion Experience in League of Legends by Tiffany D. Do et al
08-04-2021	Reconstructing a dynamical system and forecasting time series by self-consistent deep learning by Zhe Wang et al
08-03-2021	Deep Learning Chromatic and Clique Numbers of Graphs by Jason Van Hulse et al
08-05-2021	Redesigning Fully Convolutional DenseUNets for Large Histopathology Images by Juan P. Vigueras-Guillén et al
08-05-2021	Aspis: A Robust Detection System for Distributed Learning by Konstantinos Konstantinidis et al
08-03-2021	Improving Music Performance Assessment with Contrastive Learning by Pavan Seshadri et al
08-05-2021	Quantum Continual Learning Overcoming Catastrophic Forgetting by Wenjie Jiang et al
08-05-2021	Lights, Camera, Action! A Framework to Improve NLP Accuracy over OCR documents by Amit Gupte et al
08-04-2021	The Potential of Using Vision Videos for CrowdRE: Video Comments as a Source of Feedback by Oliver Karras et al
08-05-2021	Self-Supervised Learning from Unlabeled Fundus Photographs Improves Segmentation of the Retina by Jan Kukačka et al
08-05-2021	Deep Reinforcement Learning for Continuous Docking Control of Autonomous Underwater Vehicles: A Benchmarking Study by Mihir Patil et al
08-04-2021	Policy Gradients Incorporating the Future by David Venuto et al
08-03-2021	MBDP: A Model-based Approach to Achieve both Robustness and Sample Efficiency via Double Dropout Planning by Wanpeng Zhang et al
08-04-2021	PI3NN: Prediction intervals from three independently trained neural networks by Siyan Liu et al
08-06-2021	Is it Fake? News Disinformation Detection on South African News Websites by Harm de Wet et al
08-03-2021	Solving Fashion Recommendation -- The Farfetch Challenge by Manish Pathak et al
08-03-2021	RAIN: Reinforced Hybrid Attention Inference Network for Motion Forecasting by Jiachen Li et al
08-03-2021	Deep Reinforcement Learning Based Networked Control with Network Delays for Signal Temporal Logic Specifications by Junya Ikemoto et al
08-05-2021	Sinsy: A Deep Neural Network-Based Singing Voice Synthesis System by Yukiya Hono et al
08-04-2021	Graph Attention Network For Microwave Imaging of Brain Anomaly by A. Al-Saffar et al
08-05-2021	RIS-assisted UAV Communications for IoT with Wireless Power Transfer Using Deep Reinforcement Learning by Khoi Khac Nguyen et al
08-04-2021	Attentive Cross-modal Connections for Deep Multimodal Wearable-based Emotion Recognition by Anubhav Bhatti et al
08-04-2021	PDE-GCN: Novel Architectures for Graph Neural Networks Motivated by Partial Differential Equations by Moshe Eliasof et al
08-04-2021	Auto-encoder based Model for High-dimensional Imbalanced Industrial Data by Chao Zhang et al
08-03-2021	Inference via Sparse Coding in a Hierarchical Vision Model by Joshua Bowren et al
08-06-2021	Shift-invariant waveform learning on epileptic ECoG by Carlos H. Mendoza-Cardenas et al
08-06-2021	Auxiliary Class Based Multiple Choice Learning by Sihwan Kim et al
08-03-2021	An Empirical Evaluation of End-to-End Polyphonic Optical Music Recognition by Sachinda Edirisooriya et al
08-03-2021	Visualizing Data using GTSNE by Songting Shi
08-05-2021	Mean-Field Multi-Agent Reinforcement Learning: A Decentralized Network Approach by Haotian Gu et al
08-05-2021	Lyapunov Robust Constrained-MDPs: Soft-Constrained Robustly Stable Policy Optimization under Model Uncertainty by Reazul Hasan Russel et al
08-03-2021	Predicting Zip Code-Level Vaccine Hesitancy in US Metropolitan Areas Using Machine Learning Models on Public Tweets by Sara Melotte et al
08-05-2021	Redatuming physical systems using symmetric autoencoders by Pawan Bharadwaj et al
08-04-2021	Active Reinforcement Learning over MDPs by Qi Yang et al
08-04-2021	Adversarial learning of cancer tissue representations by Adalberto Claudio Quiros et al
08-05-2021	Deep Neural Networks and PIDE discretizations by Bastian Bohn et al
08-05-2021	AutoLL: Automatic Linear Layout of Graphs based on Deep Neural Network by Chihiro Watanabe et al
08-04-2021	Statistical Analysis of Wasserstein Distributionally Robust Estimators by Jose Blanchet et al
08-06-2021	Analysis of Driving Scenario Trajectories with Active Learning by Sanna Jarl et al
08-06-2021	Simple Modifications to Improve Tabular Neural Networks by James Fiedler
08-06-2021	Temporally Abstract Partial Models by Khimya Khetarpal et al
08-04-2021	FMMformer: Efficient and Flexible Transformer via Decomposed Near-field and Far-field Attention by Tan M. Nguyen et al
08-04-2021	Spartus: A 9.4 TOp/s FPGA-based LSTM Accelerator Exploiting Spatio-temporal Sparsity by Chang Gao et al
08-06-2021	Uncertainty-Based Dynamic Graph Neighborhoods For Medical Segmentation by Ufuk Demir et al
08-04-2021	Model-Based Opponent Modeling by Xiaopeng Yu et al
08-04-2021	Learning Barrier Certificates: Towards Safe Reinforcement Learning with Zero Training-time Violations by Yuping Luo et al
08-05-2021	Shape Modeling with Spline Partitions by Shufei Ge et al
08-05-2021	On the Robustness of Controlled Deep Reinforcement Learning for Slice Placement by Jose Jurandir Alves Esteves et al
08-03-2021	DuCN: Dual-children Network for Medical Diagnosis and Similar Case Recommendation towards COVID-19 by Chengtao Peng et al
08-04-2021	Staged trees and asymmetry-labeled DAGs by Gherardo Varando et al
08-04-2021	Lung Sound Classification Using Co-tuning and Stochastic Normalization by Truc Nguyen et al
08-03-2021	Task Agnostic Metrics for Reservoir Computing by Jake Love et al
08-03-2021	SphereFace2: Binary Classification is All You Need for Deep Face Recognition by Yandong Wen et al
08-04-2021	Advances in Trajectory Optimization for Space Vehicle Control by Danylo Malyuta et al
08-05-2021	HyperJump: Accelerating HyperBand via Risk Modelling by Pedro Mendes et al
08-05-2021	Incremental Feature Learning For Infinite Data by Armin Sadreddin et al
08-05-2021	Parallel Capsule Networks for Classification of White Blood Cells by Juan P. Vigueras-Guillén et al
08-05-2021	Deep Reinforcement Learning for Intelligent Reflecting Surface-assisted D2D Communications by Khoi Khac Nguyen et al
08-05-2021	Multi-task Federated Edge Learning (MtFEEL) in Wireless Networks by Sawan Singh Mahara et al
08-05-2021	DeepScanner: a Robotic System for Automated 2D Object Dataset Collection with Annotations by Valery Ilin et al
08-05-2021	DRL-based Slice Placement Under Non-Stationary Conditions by Jose Jurandir Alves Esteves et al
08-05-2021	A Method for Medical Data Analysis Using the LogNNet for Clinical Decision Support Systems and Edge Computing in Healthcare by Andrei Velichko
08-04-2021	Using Interaction Data to Predict Engagement with Interactive Media by Jonathan Carlton et al
08-05-2021	Ensemble Consensus-based Representation Deep Reinforcement Learning for Hybrid FSO/RF Communication Systems by Shagufta Henna
08-06-2021	Fast and Accurate Low-Rank Tensor Completion Methods Based on QR Decomposition and L2,1L2,1 Norm Minimization by HongBing Zhang et al
08-04-2021	Dynamic Relevance Learning for Few-Shot Object Detection by Weijie Liu et al
08-04-2021	Efficient Neural Architecture Search with Performance Prediction by Ibrahim Alshubaily
08-04-2021	Risk Conditioned Neural Motion Planning by Xin Huang et al
08-05-2021	PSTN: Periodic Spatial-temporal Deep Neural Network for Traffic Condition Prediction by Tiange Wang et al
08-03-2021	Categorical EHR Imputation with Generative Adversarial Nets by Yinchong Yang et al