2021.3.15 Learning papers

03-10-2021	CUAD: An Expert-Annotated NLP Dataset for Legal Contract Review by Dan Hendrycks et al
03-09-2021	Pretrained Transformers as Universal Computation Engines by Kevin Lu et al
03-09-2021	NeX: Real-time View Synthesis with Neural Basis Expansion by Suttisak Wizadwongsa et al
03-10-2021	Variable-rate discrete representation learning by Sander Dieleman et al
03-11-2021	CANINE: Pre-training an Efficient Tokenization-Free Encoder for Language Representation by Jonathan H. Clark et al
03-10-2021	S4RL: Surprisingly Simple Self-Supervision for Offline Reinforcement Learning by Samarth Sinha et al
03-09-2021	GAN Vocoder: Multi-Resolution Discriminator Is All You Need by Jaeseong You et al
03-10-2021	Maximum Entropy RL (Provably) Solves Some Robust RL Problems by Benjamin Eysenbach et al
03-11-2021	BYOL for Audio: Self-Supervised Learning for General-Purpose Audio Representation by Daisuke Niizumi et al
03-11-2021	Multi-Format Contrastive Learning of Audio Representations by Luyu Wang et al
03-11-2021	Fast and Accurate Model Scaling by Piotr Dollár et al
03-11-2021	Fair Mixup: Fairness via Interpolation by Ching-Yao Chuang et al
03-09-2021	BIKED: A Dataset and Machine Learning Benchmarks for Data-Driven Bicycle Design by Lyle Regenwetter et al
03-10-2021	Hurdles to Progress in Long-form Question Answering by Kalpesh Krishna et al
03-10-2021	Full Page Handwriting Recognition via Image to Sequence Extraction by Sumeet S. Singh et al
03-09-2021	ForgeryNet: A Versatile Benchmark for Comprehensive Forgery Analysis by Yinan He et al
03-10-2021	VideoMoCo: Contrastive Video Representation Learning with Temporally Adversarial Examples by Tian Pan et al
03-09-2021	Topology Applied to Machine Learning: From Global to Local by Henry Adams et al
03-10-2021	Spatially Consistent Representation Learning by Byungseok Roh et al
03-09-2021	BERTese: Learning to Speak to BERT by Adi Haviv et al
03-11-2021	CoMoGAN: continuous model-guided image-to-image translation by Fabio Pizzati et al
03-10-2021	Where is your place, Visual Place Recognition? by Sourav Garg et al
03-11-2021	Emerging Paradigms of Neural Network Pruning by Huan Wang et al
03-09-2021	Variational quantum policies for reinforcement learning by Sofiene Jerbi et al
03-10-2021	Quantum machine learning with differential privacy by William M Watkins et al
03-11-2021	A hierarchical Bayesian model to find brain-behaviour associations in incomplete data sets by Fabio S. Ferreira et al
03-09-2021	Challenges for Reinforcement Learning in Healthcare by Elsa Riachi et al
03-09-2021	Symbolic integration by integrating learning models with different strengths and weaknesses by Hazumi Kubota et al
03-11-2021	Integrated Age Estimation Mechanism by Fan Li et al
03-09-2021	Super-Resolving Beyond Satellite Hardware Using Realistically Degraded Images by Jack White et al
03-11-2021	An unsupervised deep learning framework for medical image denoising by Swati Rai et al
03-09-2021	More data or more parameters? Investigating the effect of data structure on generalization by Stéphane d'Ascoli et al
03-11-2021	Unknown Object Segmentation from Stereo Images by Maximilian Durner et al
03-11-2021	For Manifold Learning, Deep Neural Networks can be Locality Sensitive Hash Functions by Nishanth Dikkala et al
03-11-2021	Large Batch Simulation for Deep Reinforcement Learning by Brennan Shacklett et al
03-11-2021	Automatic Social Distance Estimation From Images: Performance Evaluation, Test Benchmark, and Algorithm by Mert Seker et al
03-09-2021	Select, Substitute, Search: A New Benchmark for Knowledge-Augmented Visual Question Answering by Aman Jain et al
03-11-2021	Robust High-speed Running for Quadruped Robots via Deep Reinforcement Learning by Guillaume Bellegarda et al
03-09-2021	hls4ml: An Open-Source Codesign Workflow to Empower Scientific Low-Power Machine Learning Devices by Farah Fahim et al
03-11-2021	Learning Word-Level Confidence For Subword End-to-End ASR by David Qiu et al
03-10-2021	Majority Voting with Bidirectional Pre-translation For Bitext Retrieval by Alex Jones et al
03-11-2021	Intraclass clustering: an implicit learning ability that regularizes DNNs by Carbonnelle Simon et al
03-09-2021	QPIC: Query-Based Pairwise Human-Object Interaction Detection with Image-Wide Contextual Information by Masato Tamura et al
03-10-2021	Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations by Umberto Michieli et al
03-10-2021	Learning a Domain-Agnostic Visual Representation for Autonomous Driving via Contrastive Loss by Dongseok Shim et al
03-10-2021	A Deep Learning approach to Reduced Order Modelling of Parameter Dependent Partial Differential Equations by Nicola R. Franco et al
03-10-2021	Symmetry meets AI by Gabriela Barenboim et al
03-11-2021	Vision Transformer for COVID-19 CXR Diagnosis using Chest X-ray Feature Corpus by Sangjoon Park et al
03-09-2021	unzipFPGA: Enhancing FPGA-based CNN Engines with On-the-Fly Weights Generation by Stylianos I. Venieris et al
03-12-2021	Latent Space Explorations of Singing Voice Synthesis using DDSP by Juan Alonso et al
03-11-2021	A semi-agnostic ansatz with variable structure for quantum machine learning by M. Bilkis et al
03-11-2021	Level-aware Haze Image Synthesis by Self-Supervised Content-Style Disentanglement by Chi Zhang et al
03-09-2021	Fusing Medical Image Features and Clinical Features with Deep Learning for Computer-Aided Diagnosis by Songxiao Yang et al
03-10-2021	Quantization-Guided Training for Compact TinyML Models by Sedigh Ghamari et al
03-09-2021	AutoDO: Robust AutoAugment for Biased Data with Label Noise via Scalable Probabilistic Implicit Differentiation by Denis Gudovskiy et al
03-09-2021	Constrained Contextual Bandit Learning for Adaptive Radar Waveform Selection by Charles E. Thornton et al
03-10-2021	MixMo: Mixing Multiple Inputs for Multiple Outputs via Deep Subnetworks by Alexandre Rame et al
03-09-2021	ST3D: Self-training for Unsupervised Domain Adaptation on 3D ObjectDetection by Jihan Yang et al
03-11-2021	Active22 Learning: Actively reducing redundancies in Active Learning methods for Sequence Tagging and Machine Translation by Rishi Hazra et al
03-10-2021	Smartphone Impostor Detection with Behavioral Data Privacy and Minimalist Hardware Support by Guangyuan Hu et al
03-10-2021	A Review and Refinement of Surprise Adequacy by Michael Weiss et al
03-11-2021	Generalizable Episodic Memory for Deep Reinforcement Learning by Hao Hu et al
03-09-2021	Practical Relative Order Attack in Deep Ranking by Mo Zhou et al
03-09-2021	On the Generalization Power of Overfitted Two-Layer Neural Tangent Kernel Models by Peizhong Ju et al
03-09-2021	A Mask R-CNN approach to counting bacterial colony forming units in pharmaceutical development by Tanguy Naets et al
03-09-2021	Stabilized Medical Image Attacks by Gege Qi et al
03-11-2021	Multi-Task Federated Reinforcement Learning with Adversaries by Aqeel Anwar et al
03-10-2021	Causal-aware Safe Policy Improvement for Task-oriented dialogue by Govardana Sachithanandam Ramachandran et al
03-11-2021	Tensor networks and efficient descriptions of classical data by Sirui Lu et al
03-10-2021	DeepCPCFG: Deep Learning and Context Free Grammars for End-to-End Information Extraction by Freddy C. Chua et al
03-12-2021	Multiview Sensing With Unknown Permutations: An Optimal Transport Approach by Yanting Ma et al
03-09-2021	Proof-of-Learning: Definitions and Practice by Hengrui Jia et al
03-09-2021	Reframing Neural Networks: Deep Structure in Overcomplete Representations by Calvin Murdock et al
03-09-2021	Selective and Features based Adversarial Example Detection by Ahmed Aldahdooh et al
03-09-2021	The AI Arena: A Framework for Distributed Multi-Agent Reinforcement Learning by Edward W. Staley et al
03-11-2021	Modern Dimension Reduction by Philip D. Waggoner
03-09-2021	Fast and flexible: Human program induction in abstract reasoning tasks by Aysja Johnson et al
03-10-2021	Why Flatness Correlates With Generalization For Deep Neural Networks by Shuofeng Zhang et al
03-11-2021	Differentially Private Query Release Through Adaptive Projection by Sergul Aydore et al
03-10-2021	Multi-Class Multiple Instance Learning for Predicting Precursors to Aviation Safety Events by Marc-Henri Bleu-Laine et al
03-09-2021	Deep neural network approximation for high-dimensional parabolic Hamilton-Jacobi-Bellman equations by Philipp Grohs et al
03-11-2021	Evaluation of Morphological Embeddings for the Russian Language by Vitaly Romanov et al
03-09-2021	Machine Learning the period finding algorithm by John George Francis et al
03-10-2021	FairFil: Contrastive Neural Debiasing Method for Pretrained Text Encoders by Pengyu Cheng et al
03-09-2021	NaroNet: Objective-based learning of the tumor microenvironment from highly multiplexed immunostained images by Daniel Jiménez-Sánchez et al
03-10-2021	Improving Context-Based Meta-Reinforcement Learning with Self-Supervised Trajectory Contrastive Learning by Bernie Wang et al
03-10-2021	Limitations of Post-Hoc Feature Alignment for Robustness by Collin Burns et al
03-10-2021	Relational Weight Priors in Neural Networks for Abstract Pattern Learning and Language Modelling by Radha Kopparti et al
03-09-2021	Comparing Approaches to Dravidian Language Identification by Tommi Jauhiainen et al
03-10-2021	Semi-Discrete Optimal Transport: Hardness, Regularization and Numerical Solution by Bahar Taskesen et al
03-10-2021	Deep learning with photosensor timing information as a background rejection method for the Cherenkov Telescope Array by Samuel Spencer et al
03-12-2021	VDSM: Unsupervised Video Disentanglement with State-Space Modeling and Deep Mixtures of Experts by Matthew J. Vowels et al
03-09-2021	DeepSeagrass Dataset by Scarlett Raine et al
03-10-2021	Symmetry Breaking in Symmetric Tensor Decomposition by Yossi Arjevani et al
03-10-2021	Linear-Mapping based Variational Ensemble Kalman Filter by Linjie Wen et al
03-09-2021	Enhancing sensor resolution improves CNN accuracy given the same number of parameters or FLOPS by Ali Borji
03-11-2021	Variational inference with a quantum computer by Marcello Benedetti et al
03-09-2021	Explaining dimensionality reduction results using Shapley values by Wilson Estécio Marcílio Júnior et al
03-11-2021	Adversarial Laser Beam: Effective Physical-World Attack to DNNs in a Blink by Ranjie Duan et al
03-10-2021	Regressive Domain Adaptation for Unsupervised Keypoint Detection by Junguang Jiang et al
03-12-2021	Robust and generalizable embryo selection based on artificial intelligence and time-lapse image sequences by Jørgen Berntsen et al
03-09-2021	Self-supervised Regularization for Text Classification by Meng Zhou et al
03-11-2021	Scaffold Embeddings: Learning the Structure Spanned by Chemical Fragments, Scaffolds and Compounds by Austin Clyde et al
03-11-2021	On Finite-Sample Analysis of Offline Reinforcement Learning with Deep ReLU Networks by Thanh Nguyen-Tang et al
03-11-2021	Causal Learner: A Toolbox for Causal Structure and Markov Blanket Learning by Zhaolong Ling et al
03-10-2021	Full Gradient DQN Reinforcement Learning: A Provably Convergent Scheme by K. Avrachenkov et al
03-09-2021	Dory: Overcoming Barriers to Computing Persistent Homology by Manu Aggarwal et al
03-10-2021	Interpretable Data-driven Methods for Subgrid-scale Closure in LES for Transcritical LOX/GCH4 Combustion by Wai Tong Chung et al
03-10-2021	Learning-Based Vulnerability Analysis of Cyber-Physical Systems by Amir Khazraei et al
03-11-2021	Beta-CROWN: Efficient Bound Propagation with Per-neuron Split Constraints for Complete and Incomplete Neural Network Verification by Shiqi Wang et al
03-09-2021	ELLA: Exploration through Learned Language Abstraction by Suvir Mirchandani et al
03-09-2021	Self-Supervision by Prediction for Object Discovery in Videos by Beril Besbinar et al
03-11-2021	Tracking Air Pollution in China: Near Real-Time PM2.5 Retrievals from Multiple Data Sources by Guannan Geng et al
03-10-2021	SAR-U-Net: squeeze-and-excitation block and atrous spatial pyramid pooling based residual U-Net for automatic liver CT segmentation by Jinke Wang et al
03-09-2021	Memory-Efficient, Limb Position-Aware Hand Gesture Recognition using Hyperdimensional Computing by Andy Zhou et al
03-12-2021	Learnable Companding Quantization for Accurate Low-bit Neural Networks by Kohei Yamamoto
03-11-2021	Inference for Generative Capsule Models by Alfredo Nazabal et al

03-11-2021	Interleaving Learning, with Application to Neural Architecture Search by Hao Ban et al
03-10-2021	An Information-Theoretic Perspective on Credit Assignment in Reinforcement Learning by Dilip Arumugam et al
03-09-2021	UnICORNN: A recurrent model for learning very long time dependencies by T. Konstantin Rusch et al
03-10-2021	CreativeGAN: Editing Generative Adversarial Networks for Creative Design Synthesis by Amin Heyrani Nobari et al
03-10-2021	A Relational-learning Perspective to Multi-label Chest X-ray Classification by Anjany Sekuboyina et al
03-11-2021	Discovering Diverse Solutions in Deep Reinforcement Learning by Takayuki Osa et al
03-11-2021	Learning with partially separable data by Aida Khozaei et al
03-10-2021	Disentangled Representation Learning for Astronomical Chemical Tagging by Damien de Mijolla et al
03-09-2021	Continual Density Ratio Estimation in an Online Setting by Yu Chen et al
03-09-2021	Efficient Algorithms for Global Inference in Internet Marketplaces by Rohan Ramanath et al
03-10-2021	Designing Disaggregated Evaluations of AI Systems: Choices, Considerations, and Tradeoffs by Solon Barocas et al
03-09-2021	Deep Learning for Android Malware Defenses: a Systematic Literature Review by Yue Liu et al
03-09-2021	A prior-based approximate latent Riemannian metric by Georgios Arvanitidis et al
03-11-2021	Severity Quantification and Lesion Localization of COVID-19 on CXR using Vision Transformer by Gwanghyun Kim et al
03-10-2021	Robustness to Pruning Predicts Generalization in Deep Neural Networks by Lorenz Kuhn et al
03-11-2021	Wasserstein Robust Support Vector Machines with Fairness Constraints by Yijie Wang et al
03-11-2021	Hybrid Physics and Deep Learning Model for Interpretable Vehicle State Prediction by Alexandra Baier et al
03-10-2021	Automated liver tissues delineation based on machine learning techniques: A survey, current trends and future orientations by Ayman Al-Kababji et al
03-11-2021	Memristive Stochastic Computing for Deep Learning Parameter Optimization by Corey Lammie et al
03-09-2021	Towards Action Model Learning for Player Modeling by Abhijeet Krishnan et al
03-12-2021	Real-time Timbre Transfer and Sound Synthesis using DDSP by Francesco Ganis et al
03-09-2021	Multicalibrated Partitions for Importance Weights by Parikshit Gopalan et al
03-10-2021	XDO: A Double Oracle Algorithm for Extensive-Form Games by Stephen McAleer et al
03-09-2021	Active Testing: Sample-Efficient Model Evaluation by Jannik Kossen et al
03-09-2021	Deep Real-Time Decoding of bimanual grip force from EEG & fNIRS by Pablo Ortega et al
03-11-2021	Policy Search with Rare Significant Events: Choosing the Right Partner to Cooperate with by Paul Ecoffet et al
03-11-2021	BODAME: Bilevel Optimization for Defense Against Model Extraction by Yuto Mori et al
03-10-2021	Mean-field methods and algorithmic perspectives for high-dimensional machine learning by Benjamin Aubin
03-09-2021	Fast Statistical Leverage Score Approximation in Kernel Ridge Regression by Yifan Chen et al
03-11-2021	Should Graph Neural Networks Use Features, Edges, Or Both? by Lukas Faber et al
03-12-2021	Game-theoretic Understanding of Adversarially Learned Features by Jie Ren et al
03-12-2021	Dynamic Acoustic Unit Augmentation With BPE-Dropout for Low-Resource End-to-End Speech Recognition by Aleksandr Laptev et al
03-11-2021	Bump Hunting in Latent Space by Blaž Bortolato et al
03-11-2021	Intelligent behavior depends on the ecological niche: Scaling up AI to human-like intelligence in socio-cultural environments by Manfred Eppe et al
03-11-2021	Improving Authorship Verification using Linguistic Divergence by Yifan Zhang et al
03-09-2021	Robust Black-box Watermarking for Deep NeuralNetwork using Inverse Document Frequency by Mohammad Mehdi Yadollahi et al
03-12-2021	In the light of feature distributions: moment matching for Neural Style Transfer by Nikolai Kalischek et al
03-10-2021	BCFNet: A Balanced Collaborative Filtering Network with Attention Mechanism by Chang-Dong Wang et al
03-09-2021	Content-Preserving Unpaired Translation from Simulated to Realistic Ultrasound Images by Devavrat Tomar et al
03-10-2021	A Tree-based Federated Learning Approach for Personalized Treatment Effect Estimation from Heterogeneous Data Sources by Xiaoqing Tan et al
03-09-2021	Discrete Function Bases and Convolutional Neural Networks by Andreas Stöckel
03-09-2021	Inter-subject Deep Transfer Learning for Motor Imagery EEG Decoding by Xiaoxi Wei et al
03-10-2021	Analyzing the Hidden Activations of Deep Policy Networks: Why Representation Matters by Trevor A. McInroe et al
03-12-2021	Modelling Animal Biodiversity Using Acoustic Monitoring and Deep Learning by C. Chalmers et al
03-10-2021	Diagnosing Vulnerability of Variational Auto-Encoders to Adversarial Attacks by Anna Kuzina et al
03-11-2021	Implicit energy regularization of neural ordinary-differential-equation control by Lucas Böttcher et al
03-12-2021	Patient-specific virtual spine straightening and vertebra inpainting: An automatic framework for osteoplasty planning by Christina Bukas et al
03-10-2021	Inverse Reinforcement Learning of Autonomous Behaviors Encoded as Weighted Finite Automata by Tianyu Wang et al
03-11-2021	A Quadratic Actor Network for Model-Free Reinforcement Learning by Matthias Weissenbacher et al
03-11-2021	Data Collection and Acceleration Infrastructure for FPGA-based Edge AI Applications by Hergys Rexha et al
03-10-2021	Distributed Principal Subspace Analysis for Partitioned Big Data: Algorithms, Analysis, and Implementation by Bingqing Xiang et al
03-09-2021	Generating Reliable Process Event Streams and Time Series Data based on Neural Networks by Tobias Herbert et al
03-09-2021	Combining Context-Free and Contextualized Representations for Arabic Sarcasm Detection and Sentiment Identification by Amey Hengle et al
03-10-2021	Fairness On The Ground: Applying Algorithmic Fairness Approaches to Production Systems by Chloé Bakalar et al
03-09-2021	Analytically Tractable Inference in Deep Neural Networks by Luong-Ha Nguyen et al
03-10-2021	Covariate-assisted Sparse Tensor Completion by Hilda S Ibriga et al
03-09-2021	Data-driven Prediction of General Hamiltonian Dynamics via Learning Exactly-Symplectic Maps by Renyi Chen et al
03-09-2021	Non-stationary Linear Bandits Revisited by Peng Zhao et al
03-10-2021	Range-GAN: Range-Constrained Generative Adversarial Network for Conditioned Design Synthesis by Amin Heyrani Nobari et al
03-11-2021	Evidence-Based Policy Learning by Jann Spiess et al
03-10-2021	Towards Connecting Use Cases and Methods in Interpretable Machine Learning by Valerie Chen et al
03-12-2021	Learning spectro-temporal representations of complex sounds with parameterized neural networks by Rachid Riad et al
03-12-2021	Adversarial Machine Learning Security Problems for 6G: mmWave Beam Prediction Use-Case by Evren Catak et al
03-10-2021	Face Images as Jigsaw Puzzles: Compositional Perception of Human Faces for Machines Using Generative Adversarial Networks by Mahla Abdolahnejad et al
03-11-2021	Metapaths guided Neighbors aggregated Network for?Heterogeneous Graph Reasoning by Bang Lin et al
03-12-2021	Process Comparison Using Object-Centric Process Cubes by Anahita Farhang Ghahfarokhi et al
03-09-2021	Transfer Learning Can Outperform the True Prior in Double Descent Regularization by Yehuda Dar et al
03-10-2021	Streaming Linear System Identification with Reverse Experience Replay by Prateek Jain et al
03-12-2021	Automating the GDPR Compliance Assessment for Cross-border Personal Data Transfers in Android Applications by Danny S. Guamán et al
03-09-2021	Extended Task and Motion Planning of Long-horizon Robot Manipulation by Tianyu Ren et al
03-09-2021	Beyond Nystr\omformer -- Approximation of self-attention by Spectral Shifting by Madhusudan Verma
03-12-2021	Is BERT a Cross-Disciplinary Knowledge Learner? A Surprising Finding of Pre-trained Models Transferability by Wei-Tsung Kao et al
03-09-2021	Approximate Optimal Filter for Linear Gaussian Time-invariant Systems by Kaiming Tang et al
03-09-2021	A Discriminative Vectorial Framework for Multi-modal Feature Representation by Lei Gao et al
03-11-2021	Frame-independent vector-cloud neural network for nonlocal constitutive modelling on arbitrary grids by Xu-Hui Zhou et al
03-09-2021	Multimodal fusion using sparse CCA for breast cancer survival prediction by Vaishnavi Subramanian et al
03-09-2021	Fast block-coordinate Frank-Wolfe algorithm for semi-relaxed optimal transport by Takumi Fukunaga et al
03-10-2021	A Local Similarity-Preserving Framework for Nonlinear Dimensionality Reduction with Neural Networks by Xiang Wang et al
03-11-2021	Bilingual Dictionary-based Language Model Pretraining for Neural Machine Translation by Yusen Lin et al
03-09-2021	HemCNN: Deep Learning enables decoding of fNIRS cortical signals in hand grip motor tasks by Pablo Ortega et al
03-12-2021	On the (In)Feasibility of Attribute Inference Attacks on Machine Learning Models by Benjamin Zi Hao Zhao et al
03-09-2021	Learning Dependencies in Distributed Cloud Applications to Identify and Localize Anomalies by Dominik Scheinert et al
03-12-2021	Self-Feature Regularization: Self-Feature Distillation Without Teacher Models by Wenxuan Fan et al
03-10-2021	Self-Supervised Motion Retargeting with Safety Guarantee by Sungjoon Choi et al
03-11-2021	Efficient Pairwise Neuroimage Analysis using the Soft Jaccard Index and 3D Keypoint Sets by Laurent Chauvin et al
03-11-2021	The Semi-Supervised iNaturalist-Aves Challenge at FGVC7 Workshop by Jong-Chyi Su et al
03-11-2021	SCEI: A Smart-Contract Driven Edge Intelligence Framework for IoT Systems by Chenhao Xu et al
03-10-2021	Learning from Imperfect Demonstrations from Agents with Varying Dynamics by Zhangjie Cao et al
03-12-2021	Adversarial Graph Disentanglement by Shuai Zheng et al
03-11-2021	Stochastic-HMDs: Adversarial Resilient Hardware Malware Detectors through Voltage Over-scaling by Md Shohidul Islam et al
03-12-2021	Auction Based Clustered Federated Learning in Mobile Edge Computing System by Renhao Lu et al
03-12-2021	Explainable AI by BAPC -- Before and After correction Parameter Comparison by Florian Sobieczky et al
03-11-2021	Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU models by Mengnan Du et al
03-11-2021	DynACPD Embedding Algorithm for Prediction Tasks in Dynamic Networks by Chris Connell et al
03-12-2021	Medical data wrangling with sequential variational autoencoders by Daniel Barrejón et al
03-12-2021	Training Networks in Null Space of Covariance for Continual Learning by Shipeng Wang et al
03-10-2021	Spatial-Temporal Tensor Graph Convolutional Network for Traffic Prediction by Xuran Xu et al
03-12-2021	Radiomic Deformation and Textural Heterogeneity (R-DepTH) Descriptor to characterize Tumor Field Effect: Application to Survival Prediction in Glioblastoma by Marwa Ismail et al
03-10-2021	Graph Neural Networks Inspired by Classical Iterative Algorithms by Yongyi Yang et al
03-10-2021	Linear Bandits on Uniformly Convex Sets by Thomas Kerdreux et al
03-11-2021	Understanding the origin of information-seeking exploration in probabilistic objectives for control by Beren Millidge et al
03-10-2021	Piecewise linear regression and classification by Alberto Bemporad
03-12-2021	GA for feature selection of EEG heterogeneous data by Aurora Saibene et al
03-10-2021	RMP2: A Structured Composable Policy Class for Robot Learning by Anqi Li et al
03-11-2021	Controlled Gaussian Process Dynamical Models with Application to Robotic Cloth Manipulation by Fabio Amadio et al
03-10-2021	Deep learning methods for screening patients S-ICD implantation eligibility by Anthony J. Dunn et al
03-10-2021	Functional Collection Programming with Semi-Ring Dictionaries by Amir Shaikhha et al
03-11-2021	Drone-as-a-Service Composition Under Uncertainty by Ali Hamdi et al
03-12-2021	Knowledge- and Data-driven Services for Energy Systems using Graph Neural Networks by Francesco Fusco et al
03-11-2021	Max-Linear Regression by Scalable and Guaranteed Convex Programming by Seonho Kim et al
03-10-2021	TANTRA: Timing-Based Adversarial Network Traffic Reshaping Attack by Yam Sharon et al
03-09-2021	Monotonic Alpha-divergence Minimisation by Kamélia Daudel et al
03-12-2021	BDD4BNN: A BDD-based Quantitative Analysis Framework for Binarized Neural Networks by Yedi Zhang et al
03-12-2021	Domain Curiosity: Learning Efficient Data Collection Strategies for Domain Adaptation by Karol Arndt et al
03-10-2021	Sampling methods for efficient training of graph convolutional networks: A survey by Xin Liu et al
03-11-2021	On the Equivalence Between Temporal and Static Graph Representations for Observational Predictions by Jianfei Gao et al
03-11-2021	The Minecraft Kernel: Modelling correlated Gaussian Processes in the Fourier domain by Fergus Simpson et al
03-12-2021	Second-Order Component Analysis for Fault Detection by Peng Jingchao et al
03-12-2021	Visualising Deep Networks Time-Series Representations by Błażej Leporowski et al
03-11-2021	Can Single-Shuffle SGD be Better than Reshuffling SGD and GD? by Chulhee Yun et al
03-11-2021	Linnaeus: A highly reusable and adaptable ML based log classification pipeline by Armin Catovic et al
03-12-2021	Optimal sequential decision making with probabilistic digital twins by Christian Agrell et al
03-09-2021	Universal Approximation of Residual Flows in Maximum Mean Discrepancy by Zhifeng Kong et al
03-11-2021	On Improving Deep Learning Trace Analysis with System Call Arguments by Quentin Fournier et al
03-11-2021	Learning by Teaching, with Application to Neural Architecture Search by Parth Sheth et al
03-12-2021	Machine Learning Assisted Orthonormal Basis Selection for Functional Data Analysis by Rani Basna et al
03-10-2021	Empirical Mode Modeling: A data-driven approach to recover and forecast nonlinear dynamics from noisy data by Joseph Park et al
03-11-2021	A Reinforcement Learning Based Approach to Play Calling in Football by Preston Biro et al
03-09-2021	A sampling criterion for constrained Bayesian optimization with uncertainties by Reda El Amri et al
03-11-2021	Physics and Computing Performance of the Exa.TrkX TrackML Pipeline by Xiangyang Ju et al
03-12-2021	Projection-based QLP Algorithm for Efficiently Computing Low-Rank Approximation of Matrices by Maboud F. Kaloorazi et al
03-10-2021	Advancing Trajectory Optimization with Approximate Inference: Exploration, Covariance Control and Adaptive Risk by Joe Watson et al
03-11-2021	Adversarial attacks in consensus-based multi-agent reinforcement learning by Martin Figura et al
03-09-2021	Scalable Online Recurrent Learning Using Columnar Neural Networks by Khurram Javed et al
03-12-2021	Efficient reconstruction of depth three circuits with top fan-in two by Gaurav Sinha
03-11-2021	Integration of Convolutional Neural Networks in Mobile Applications by Roger Creus Castanyer et al
03-09-2021	Regret Bounds for Generalized Linear Bandits under Parameter Drift by Louis Faury et al
03-09-2021	Interpretable Machines: Constructing Valid Prediction Intervals with Random Forests by Burim Ramosaj
03-12-2021	EventGraD: Event-Triggered Communication in Parallel Machine Learning by Soumyadip Ghosh et al
03-12-2021	A Neural Network for Semigroups by Edouard Balzin et al
03-11-2021	Federated Functional Gradient Boosting by Zebang Shen et al
03-09-2021	Non-asymptotic Confidence Intervals of Off-policy Evaluation: Primal and Dual Bounds by Yihao Feng et al