2022.2.7 Learning papers

02-02-2022	VOS: Learning What You Dont Know by Virtual Outlier Synthesis by Xuefeng Du et al
02-01-2022	StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets by Axel Sauer et al
02-01-2022	Tutorial on amortized optimization for learning to optimize over continuous domains by Brandon Amos
02-03-2022	Measuring Disparate Outcomes of Content Recommendation Algorithms with Distributional Inequality Metrics by Tomo Lazovich et al
02-01-2022	Progressive Distillation for Fast Sampling of Diffusion Models by Tim Salimans et al
02-01-2022	Physical Design using Differentiable Learned Simulators by Kelsey R. Allen et al
02-03-2022	Learning strides in convolutional neural networks by Rachid Riad et al
02-01-2022	Datamodels: Predicting Predictions from Training Data by Andrew Ilyas et al
02-03-2022	How to Leverage Unlabeled Data in Offline Reinforcement Learning by Tianhe Yu et al
02-02-2022	ETSformer: Exponential Smoothing Transformers for Time-series Forecasting by Gerald Woo et al
02-03-2022	Pre-Trained Language Models for Interactive Decision-Making by Shuang Li et al
02-01-2022	Fully Online Meta-Learning Without Task Boundaries by Jathushan Rajasegaran et al
02-03-2022	How to build a cognitive map: insights from models of the hippocampal formation by James C. R. Whittington et al
02-02-2022	Unified Scaling Laws for Routed Language Models by Aidan Clark et al
02-01-2022	Scalable Fragment-Based 3D Molecular Design with Reinforcement Learning by Daniel Flam-Shepherd et al
02-02-2022	mSLAM: Massively multilingual joint pre-training for speech and text by Ankur Bapna et al
02-03-2022	Removing Distortion Effects in Music Using Deep Neural Networks by Johannes Imort et al
02-01-2022	Phase diagram of Stochastic Gradient Descent in high-dimensional two-layer neural networks by Rodrigo Veiga et al
02-01-2022	Examining Scaling and Transfer of Language Model Architectures for Machine Translation by Biao Zhang et al
02-02-2022	Generative Flow Networks for Discrete Probabilistic Modeling by Dinghuai Zhang et al
02-02-2022	Heterogeneous manifolds for curvature-aware graph embedding by Francesco Di Giovanni et al
02-03-2022	JaQuAD: Japanese Question Answering Dataset for Machine Reading Comprehension by ByungHoon So et al
02-01-2022	Quantifying Relevance in Learning and Inference by Matteo Marsili et al
02-04-2022	Deep End-to-end Causal Inference by Tomas Geffner et al
02-03-2022	Unified theory of atom-centered representations and graph convolutional machine-learning schemes by Jigyasa Nigam et al
02-03-2022	Towards Coherent and Consistent Use of Entities in Narrative Generation by Pinelopi Papalampidi et al
02-02-2022	PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts by Stephen H. Bach et al
02-01-2022	Rewiring What-to-Watch-Next Recommendations to Reduce Radicalization Pathways by Francesco Fabbri et al
02-04-2022	Neural Dual Contouring by Zhiqin Chen et al
02-04-2022	Learning with Neighbor Consistency for Noisy Labels by Ahmet Iscen et al
02-01-2022	Architecture Matters in Continual Learning by Seyed Iman Mirzadeh et al
02-03-2022	Graph Coloring with Physics-Inspired Graph Neural Networks by Martin J. A. Schuetz et al
02-03-2022	The Disagreement Problem in Explainable Machine Learning: A Practitioners Perspective by Satyapriya Krishna et al
02-02-2022	Robust Training of Neural Networks using Scale Invariant Architectures by Zhiyuan Li et al
02-03-2022	CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting by Gerald Woo et al
02-02-2022	Self-consistent Gradient-like Eigen Decomposition in Solving Schr\odinger Equations by Xihan Li et al
02-04-2022	Graph-Coupled Oscillator Networks by T. Konstantin Rusch et al
02-01-2022	Regression Transformer: Concurrent Conditional Generation and Regression by Blending Numerical and Textual Tokens by Jannis Born et al
02-03-2022	Fast and explainable clustering based on sorting by Xinye Chen et al
02-01-2022	Active Audio-Visual Separation of Dynamic Sound Sources by Sagnik Majumder et al
02-01-2022	ColloSSL: Collaborative Self-Supervised Learning for Human Activity Recognition by Yash Jain et al
02-01-2022	Few-Bit Backward: Quantized Gradients of Activation Functions for Memory Footprint Reduction by Georgii Novikov et al
02-01-2022	Active Learning Over Multiple Domains in Natural Language Tasks by Shayne Longpre et al
02-02-2022	Deep Learning for Epidemiologists: An Introduction to Neural Networks by Stylianos Serghiou et al
02-01-2022	Visualizing Automatic Speech Recognition -- Means for a Better Understanding? by Karla Markert et al
02-02-2022	Can Transformers be Strong Treatment Effect Estimators? by Yi-Fan Zhang et al
02-01-2022	Co-training Improves Prompt-based Learning for Large Language Models by Hunter Lang et al
02-03-2022	Identifying stimulus-driven neural activity patterns in multi-patient intracranial recordings by Jeremy R. Manning
02-02-2022	A Comparison of Online Hate on Reddit and 4chan: A Case Study of the 2020 US Election by Fatima Zahrah et al
02-01-2022	Filtered-CoPhy: Unsupervised Learning of Counterfactual Physics in Pixel Space by Steeven Janny et al
02-02-2022	Formal Mathematics Statement Curriculum Learning by Stanislas Polu et al
02-03-2022	A unified surrogate-based scheme for black-box and preference-based optimization by Davide Previtali et al
02-01-2022	A Flexible Clustering Pipeline for Mining Text Intentions by Xinyu Chen et al
02-01-2022	Laplacian2Mesh: Laplacian-Based Mesh Understanding by Qiujie Dong et al
02-01-2022	Deep Kernelized Dense Geometric Matching by Johan Edstedt et al
02-02-2022	A Longitudinal Dataset of Twitter ISIS Users by Younes Karimi et al
02-01-2022	Towards a Theoretical Understanding of Word and Relation Representation by Carl Allen
02-02-2022	Auto-Transfer: Learning to Route Transferrable Representations by Keerthiram Murugesan et al
02-02-2022	GLISp-r: A preference-based optimization algorithm with convergence guarantees by Davide Previtali et al
02-02-2022	Approximative Algorithms for Multi-Marginal Optimal Transport and Free-Support Wasserstein Barycenters by Johannes von Lindheim
02-01-2022	A Comparative Study of Calibration Methods for Imbalanced Class Incremental Learning by Umang Aggarwal et al
02-03-2022	Toric Geometry of Entropic Regularization by Bernd Sturmfels et al
02-02-2022	RescoreBERT: Discriminative Speech Recognition Rescoring with BERT by Liyan Xu et al
02-02-2022	Yordle: An Efficient Imitation Learning for Branch and Bound by Qingyu Qu et al
02-01-2022	Questions for Flat-Minima Optimization of Modern Neural Networks by Jean Kaddour et al
02-02-2022	Lipschitz-constrained Unsupervised Skill Discovery by Seohong Park et al
02-04-2022	Data Scaling Laws in NMT: The Effect of Noise and Architecture by Yamini Bansal et al
02-02-2022	Fenrir: Physics-Enhanced Regression for Initial Value Problems by Filip Tronarp et al
02-01-2022	Accelerating Deep Reinforcement Learning for Digital Twin Network Optimization with Evolutionary Strategies by Carlos Güemes-Palau et al
02-01-2022	Machine-learning-enhanced quantum sensors for accurate magnetic field imaging by Moeta Tsukamoto et al
02-02-2022	Adaptive Discrete Communication Bottlenecks with Dynamic Vector Quantization by Dianbo Liu et al
02-01-2022	Decentralized Stochastic Variance Reduced Extragradient Method by Luo Luo et al
02-02-2022	An Eye for an Eye: Defending against Gradient-based Attacks with Gradients by Hanbin Hong et al
02-02-2022	NeuRegenerate: A Framework for Visualizing Neurodegeneration by Saeed Boorboor et al
02-02-2022	Understanding Knowledge Integration in Language Models with Graph Convolutions by Yifan Hou et al
02-02-2022	L3Cube-MahaCorpus and MahaBERT: Marathi Monolingual Corpus, Marathi BERT Language Models, and Resources by Raviraj Joshi
02-02-2022	Error Correction in ASR using Sequence-to-Sequence Models by Samrat Dutta et al
02-02-2022	Giga-scale Kernel Matrix Vector Multiplication on GPU by Robert Hu et al
02-02-2022	Cyclical Pruning for Sparse Neural Networks by Suraj Srinivas et al
02-03-2022	Equality Is Not Equity: Proportional Fairness in Federated Learning by Guojun Zhang et al
02-04-2022	Choosing an Appropriate Platform and Workflow for Processing Camera Trap Data using Artificial Intelligence by Juliana Vélez et al
02-02-2022	Speaker Normalization for Self-supervised Speech Emotion Recognition by Itai Gat et al
02-02-2022	Approximating Full Conformal Prediction at Scale via Influence Functions by Javier Abad et al
02-03-2022	Tsetlin Machine for Solving Contextual Bandit Problems by Raihan Seraj et al
02-04-2022	Hybrid Neural Coded Modulation: Design and Training Methods by Sung Hoon Lim et al
02-01-2022	Deep Layer-wise Networks Have Closed-Form Weights by Chieh Wu et al
02-02-2022	Multi-Task Learning as a Bargaining Game by Aviv Navon et al
02-01-2022	Some Reflections on Drawing Causal Inference using Textual Data: Parallels Between Human Subjects and Organized Texts by Bo Zhang et al
02-03-2022	Comparative assessment of federated and centralized machine learning by Ibrahim Abdul Majeed et al
02-03-2022	Review of automated time series forecasting pipelines by Stefan Meisenbacher et al
02-03-2022	On Manifold Hypothesis: Hypersurface Submanifold Embedding Using Osculating Hyperspheres by Benyamin Ghojogh et al
02-03-2022	Smartphone-based Hard-braking Event Detection at Scale for Road Safety Services by Luyang Liu et al
02-03-2022	Concept Bottleneck Model with Additional Unsupervised Concepts by Yoshihide Sawada et al
02-01-2022	Reinforcement learning of optimal active particle navigation by Mahdi Nasiri et al
02-03-2022	Optimized Potential Initialization for Low-latency Spiking Neural Networks by Tong Bu et al
02-02-2022	An Empirical Review of Optimization Techniques for Quantum Variational Circuits by Owen Lockwood
02-02-2022	Exploring Sub-skeleton Trajectories for Interpretable Recognition of Sign Language by Joachim Gudmundsson et al
02-01-2022	Dimensionality Reduction Meets Message Passing for Graph Node Embeddings by Krzysztof Sadowski et al
02-02-2022	Dictionary learning for clustering on hyperspectral images by Joshua Bruton et al
02-02-2022	Tight Convergence Rate Bounds for Optimization Under Power Law Spectral Conditions by Maksim Velikanov et al
02-02-2022	DCSAU-Net: A Deeper and More Compact Split-Attention U-Net for Medical Image Segmentation by Qing Xu et al
02-03-2022	Learning Representation from Neural Fisher Kernel with Low-rank Approximation by Ruixiang Zhang et al
02-01-2022	Natural Language to Code Using Transformers by Uday Kusupati et al
02-03-2022	Multiclass learning with margin: exponential rates with no bias-variance trade-off by Stefano Vigogna et al
02-02-2022	Asynchronous Decentralized Learning over Unreliable Wireless Networks by Eunjeong Jeong et al
02-01-2022	ISNet: Costless and Implicit Image Segmentation for Deep Classifiers, with Application in COVID-19 Detection by Pedro R. A. S. Bassi
02-01-2022	Access Control of Object Detection Models Using Encrypted Feature Maps by Teru Nagamori et al
02-01-2022	Fishing for User Data in Large-Batch Federated Learning via Gradient Magnification by Yuxin Wen et al
02-03-2022	Deep Hierarchy in Bandits by Joey Hong et al
02-03-2022	Separating Rule Discovery and Global Solution Composition in a Learning Classifier System by Michael Heider et al
02-03-2022	Selection in the Presence of Implicit Bias: The Advantage of Intersectional Constraints by Anay Mehrotra et al
02-01-2022	Minority Class Oriented Active Learning for Imbalanced Datasets by Umang Aggarwal et al
02-03-2022	FORML: Learning to Reweight Data for Fairness by Bobby Yan et al
02-04-2022	Polynomial convergence of iterations of certain random operators in Hilbert space by Soumyadip Ghosh et al
02-01-2022	Algorithms for Efficiently Learning Low-Rank Neural Networks by Kiran Vodrahalli et al
02-01-2022	Meta-Learning Hypothesis Spaces for Sequential Decision-making by Parnian Kassraie et al
02-01-2022	Identifying Pauli spin blockade using deep learning by Jonas Schuff et al
02-03-2022	Doubly Robust Off-Policy Evaluation for Ranking Policies under the Cascade Behavior Model by Haruka Kiyohara et al
02-03-2022	Near-Optimal Learning of Extensive-Form Games with Imperfect Information by Yu Bai et al
02-04-2022	Image-to-Image MLP-mixer for Image Reconstruction by Youssef Mansour et al

02-03-2022	Byzantine-Robust Decentralized Learning via Self-Centered Clipping by Lie He et al
02-01-2022	Evaluating Feature Attribution: An Information-Theoretic Perspective by Yao Rong et al
02-02-2022	Probabilistically Robust Learning: Balancing Average- and Worst-case Performance by Alexander Robey et al
02-04-2022	Rediscovering orbital mechanics with machine learning by Pablo Lemos et al
02-03-2022	Practical Imitation Learning in the Real World via Task Consistency Loss by Mohi Khansari et al
02-04-2022	Stochastic smoothing of the top-K calibrated hinge loss for deep imbalanced classification by Camille Garcin et al
02-03-2022	Variational Nearest Neighbor Gaussian Processes by Luhuan Wu et al
02-03-2022	Non-Vacuous Generalisation Bounds for Shallow Neural Networks by Felix Biggs et al
02-01-2022	Safe Screening for Logistic Regression with ℓ0ℓ0-ℓ2ℓ2 Regularization by Anna Deza et al
02-01-2022	Neural Tangent Kernel Beyond the Infinite-Width Limit: Effects of Depth and Initialization by Mariia Seleznova et al
02-04-2022	Video Violence Recognition and Localization using a Semi-Supervised Hard-Attention Model by Hamid Mohammadi et al
02-01-2022	Adversarial Imitation Learning from Video using a State Observer by Haresh Karnan et al
02-01-2022	Sequential Search with Off-Policy Reinforcement Learning by Dadong Miao et al
02-03-2022	FF-EBM: Energy Based Learning of Functional Data by Jen Ning Lim et al
02-01-2022	A Semi-Supervised Deep Clustering Pipeline for Mining Intentions From Texts by Xinyu Chen et al
02-03-2022	Certifying Out-of-Domain Generalization for Blackbox Functions by Maurice Weber et al
02-01-2022	DoCoM-SGT: Doubly Compressed Momentum-assisted Stochastic Gradient Tracking Algorithm for Communication Efficient Decentralized Learning by Chung-Yiu Yau et al
02-01-2022	Machine Intelligence-Driven Classification of Cancer Patients-Derived Extracellular Vesicles using Fluorescence Correlation Spectroscopy: Results from a Pilot Study by Abicumaran Uthamacumaran et al
02-04-2022	Cross-Modality Multi-Atlas Segmentation Using Deep Neural Networks by Wangbin Ding et al
02-03-2022	Deep Learning Algorithm for Threat Detection in Hackers Forum (Deep Web) by Victor Adewopo et al
02-01-2022	Politics and Virality in the Time of Twitter: A Large-Scale Cross-Party Sentiment Analysis in Greece, Spain and United Kingdom by Dimosthenis Antypas et al
02-02-2022	Machine Learning Solar Wind Driving Magnetospheric Convection in Tail Lobes by Xin Cao et al
02-01-2022	Is the Performance of My Deep Network Too Good to Be True? A Direct Approach to Estimating the Bayes Error in Binary Classification by Takashi Ishida et al
02-02-2022	Beyond Images: Label Noise Transition Matrix Estimation for Tasks with Lower-Quality Features by Zhaowei Zhu et al
02-03-2022	Can machines solve general queueing systems? by Eliran Sherzer et al
02-03-2022	RipsNet: a general architecture for fast and robust estimation of the persistent homology of point clouds by Thibault de Surrel et al
02-02-2022	Fair Representation Clustering with Several Protected Classes by Zhen Dai et al
02-03-2022	Minimax rate of consistency for linear models with missing values by Alexis Ayme et al
02-02-2022	NoisyMix: Boosting Robustness by Combining Data Augmentations, Stability Training, and Noise Injections by N. Benjamin Erichson et al
02-01-2022	Recycling Model Updates in Federated Learning: Are Gradient Subspaces Low-Rank? by Sheikh Shams Azam et al
02-02-2022	Using Ballistocardiography for Sleep Stage Classification by iebei Liu et al
02-02-2022	Maintaining fairness across distribution shift: do we have viable solutions for real-world applications? by Jessica Schrouff et al
02-03-2022	Sequential Learning of the Topological Ordering for the Linear Non-Gaussian Acyclic Model with Parametric Noise by Gabriel Ruiz et al
02-03-2022	Active metric learning and classification using similarity queries by Namrata Nadagouda et al
02-03-2022	Cross-Platform Difference in Facebook and Text Messages Language Use: Illustrated by Depression Diagnosis by Tingting Liu et al
02-04-2022	Pre-Trained Neural Language Models for Automatic Mobile App User Feedback Answer Generation by Yue Cao et al
02-01-2022	Finding lost DG: Explaining domain generalization via model complexity by Da Li et al
02-01-2022	Sinogram Enhancement with Generative Adversarial Networks using Shape Priors by Emilien Valat et al
02-02-2022	MD-GAN with multi-particle input: the machine learning of long-time molecular behavior from short-time MD data by Ryo Kawada et al
02-03-2022	Exploring Multi-physics with Extremely Weak Supervision by Shihang Feng et al
02-01-2022	Improving Parametric Neural Networks for High-Energy Physics (and Beyond) by Luca Anzalone et al
02-02-2022	Automotive Parts Assessment: Applying Real-time Instance-Segmentation Models to Identify Vehicle Parts by Syed Adnan Yusuf et al
02-01-2022	PAGE-PG: A Simple and Loopless Variance-Reduced Policy Gradient Method with Probabilistic Gradient Estimation by Matilde Gargiani et al
02-01-2022	Kernelized Multiplicative Weights for 0/1-Polyhedral Games: Bridging the Gap Between Learning in Extensive-Form and Normal-Form Games by Gabriele Farina et al
02-03-2022	Variance-Optimal Augmentation Logging for Counterfactual Evaluation in Contextual Bandits by Aaron David Tucker et al
02-02-2022	Gradient estimators for normalising flows by Piotr Bialas et al
02-04-2022	Generative Modeling of Complex Data by Luca Canale et al
02-02-2022	Resource Management and Security Scheme of ICPSs and IoT Based on VNE Algorithm by Peiying Zhang et al
02-04-2022	Identifiability of Label Noise Transition Matrix by Yang Liu
02-02-2022	Multi-Resolution Factor Graph Based Stereo Correspondence Algorithm by Hanieh Shabanian et al
02-01-2022	Hierarchical Shrinkage: improving the accuracy and interpretability of tree-based methods by Abhineet Agarwal et al
02-03-2022	Influence-Augmented Local Simulators: A Scalable Solution for Fast Deep RL in Large Networked Systems by Miguel Suau et al
02-01-2022	Graph-based Neural Acceleration for Nonnegative Matrix Factorization by Jens Sjölund et al
02-01-2022	Combined Pruning for Nested Cross-Validation to Accelerate Automated Hyperparameter Optimization for Embedded Feature Selection in High-Dimensional Data with Very Small Sample Sizes by Sigrun May et al
02-03-2022	Data Heterogeneity-Robust Federated Learning via Group Client Selection in Industrial IoT by Zonghang Li et al
02-02-2022	Make Some Noise: Reliable and Efficient Single-Step Adversarial Training by Pau de Jorge et al
02-01-2022	HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection by Ke Chen et al
02-04-2022	Pixle: a fast and effective black-box attack based on rearranging pixels by Jary Pomponi et al
02-04-2022	Functional Mixtures-of-Experts by Faïcel Chamroukhi et al
02-02-2022	Improved Regret for Differentially Private Exploration in Linear MDP by Dung Daniel Ngo et al
02-03-2022	SubOmiEmbed: Self-supervised Representation Learning of Multi-omics Data for Cancer Type Classification by Sayed Hashim et al
02-03-2022	Log-Euclidean Signatures for Intrinsic Distances Between Unaligned Datasets by Tal Shnitzer et al
02-04-2022	SignSGD: Fault-Tolerance to Blind and Byzantine Adversaries by Jason Akoun et al
02-01-2022	Right for the Right Latent Factors: Debiasing Generative Models via Disentanglement by Xiaoting Shao et al
02-01-2022	Regret Minimization with Performative Feedback by Meena Jagadeesan et al
02-02-2022	Using Deep Learning to Bootstrap Abstractions for Hierarchical Robot Planning by Naman Shah et al
02-03-2022	MRI Reconstruction via Data Driven Markov Chain with Joint Uncertainty Estimation by Guanxiong Luo et al
02-03-2022	ExPoSe: Combining State-Based Exploration with Gradient-Based Online Search by Dixant Mittal et al
02-02-2022	Robust Binary Models by Pruning Randomly-initialized Networks by Chen Liu et al
02-01-2022	Learning Physics-Consistent Particle Interactions by Zhichao Han et al
02-01-2022	A General, Evolution-Inspired Reward Function for Social Robotics by Thomas Kingsford
02-03-2022	Challenging Common Assumptions in Convex Reinforcement Learning by Mirco Mutti et al
02-02-2022	Posterior temperature optimized Bayesian models for inverse problems in medical imaging by Max-Heinrich Laves et al
02-02-2022	GALAXY: Graph-based Active Learning at the Extreme by Jifan Zhang et al
02-03-2022	PSO-PINN: Physics-Informed Neural Networks Trained with Particle Swarm Optimization by Caio Davi et al
02-03-2022	Learning Physics through Images: An Application to Wind-Driven Spatial Patterns by M. Giselle Fernández-Godino et al
02-03-2022	Ad-datasets: a meta-collection of data sets for autonomous driving by Daniel Bogdoll et al
02-02-2022	Modularity-Aware Graph Autoencoders for Joint Community Detection and Link Prediction by Guillaume Salha-Galvan et al
02-01-2022	On Regularizing Coordinate-MLPs by Sameera Ramasinghe et al
02-03-2022	Time-Constrained Learning by Sergio Filho et al
02-04-2022	Complex-to-Real Random Features for Polynomial Kernels by Jonas Wacker et al
02-02-2022	TONet: Tone-Octave Network for Singing Melody Extraction from Polyphonic Music by Ke Chen et al
02-02-2022	Federated Reinforcement Learning for Collective Navigation of Robotic Swarms by Seongin Na et al
02-02-2022	Pop Quiz! Can a Large Language Model Help With Reverse Engineering? by Hammond Pearce et al
02-02-2022	Improving Screening Processes via Calibrated Subset Selection by Lequn Wang et al
02-04-2022	Capturing and incorporating expert knowledge into machine learning models for quality prediction in manufacturing by Patrick Link et al
02-03-2022	Systems Biology: Identifiability analysis and parameter identification via systems-biology informed neural networks by Mitchell Daneker et al
02-04-2022	Introducing Block-Toeplitz Covariance Matrices to Remaster Linear Discriminant Analysis for Event-related Potential Brain-computer Interfaces by Jan Sosulski et al
02-02-2022	Element selection for functional materials discovery by integrated machine learning of atomic contributions to properties by Andrij Vasylenko et al
02-02-2022	Non-Stationary Dueling Bandits by Patrick Kolpaczki et al
02-01-2022	Adaptive Experimentation with Delayed Binary Feedback by Zenan Wang et al
02-02-2022	Identifying Suitable Tasks for Inductive Transfer Through the Analysis of Feature Attributions by Alexander J. Hepburn et al
02-02-2022	Causal Imitation Learning under Temporally Correlated Noise by Gokul Swamy et al
02-02-2022	Impact Analysis of Harassment Against Women Using Association Rule Mining Approaches: Bangladesh Prospective by Bahar Uddin Mahmud et al
02-03-2022	A Reinforcement Learning Framework for PQoS in a Teleoperated Driving Scenario by Federico Mason et al
02-02-2022	DeepQMLP: A Scalable Quantum-Classical Hybrid DeepNeural Network Architecture for Classification by Mahabubul Alam et al
02-01-2022	Mars Terrain Segmentation with Less Labels by Edwin Goh et al
02-01-2022	The Role of Linear Layers in Nonlinear Interpolating Networks by Greg Ongie et al
02-02-2022	Communication Efficient Federated Learning for Generalized Linear Bandits by Chuanhao Li et al
02-01-2022	Generalizing to New Physical Systems via Context-Informed Dynamics Model by Matthieu Kirchmeyer et al
02-01-2022	Firm-based relatedness using machine learning by Giambattista Albora et al
02-02-2022	Decision-Focused Learning in Restless Multi-Armed Bandits with Application to Maternal and Child Care Domain by Kai Wang et al
02-03-2022	A Note on Assessing Generalization of SGD via Disagreement by Andreas Kirsch et al
02-04-2022	Group invariant machine learning by fundamental domain projections by Benjamin Aslan et al
02-02-2022	Transfer in Reinforcement Learning via Regret Bounds for Learning Agents by Adrienne Tuynman et al
02-01-2022	Factorized-FL: Agnostic Personalized Federated Learning with Kernel Factorization & Similarity Matching by Wonyong Jeong et al
02-02-2022	Learning with Asymmetric Kernels: Least Squares and Feature Interpretation by Mingzhen He et al
02-01-2022	Stability and Generalization Capabilities of Message Passing Graph Neural Networks by Sohir Maskey et al
02-02-2022	FedSpace: An Efficient Federated Learning Framework at Satellites and Ground Stations by Jinhyun So et al
02-01-2022	Efficient Algorithms for Learning to Control Bandits with Unobserved Contexts by Hongju Park et al
02-03-2022	Ranking with Confidence for Large Scale Comparison Data by Filipa Valdeira et al
02-04-2022	Robust Linear Regression for General Feature Distribution by Tom Norman et al
02-02-2022	Interpretability for Multimodal Emotion Recognition using Concept Activation Vectors by Ashish Ramayee Asokan et al
02-04-2022	Dikaios: Privacy Auditing of Algorithmic Fairness via Attribute Inference Attacks by Jan Aalmoes et al
02-01-2022	Memory-based Message Passing: Decoupling the Message for Propogation from Discrimination by Jie Chen et al
02-03-2022	On Monte Carlo Tree Search for Weighted Vertex Coloring by Cyril Grelier et al
02-02-2022	Topological Classification in a Wasserstein Distance Based Vector Space by Tananun Songdechakraiwut et al
02-03-2022	Hidden Heterogeneity: When to Choose Similarity-Based Calibration by Kiri L. Wagstaff et al
02-04-2022	Robust Vector Quantized-Variational Autoencoder by Chieh-Hsin Lai et al
02-02-2022	Global Optimization Networks by Sen Zhao et al
02-01-2022	Explainable AI through the Learning of Arguments by Jonas Bei et al
02-02-2022	Structure-preserving GANs by Jeremiah Birrell et al
02-01-2022	Molecular Graph Representation Learning via Heterogeneous Motif Graph Construction by Zhaoning Yu et al
02-02-2022	Robust Estimation for Nonparametric Families via Generative Adversarial Networks by Banghua Zhu et al
02-03-2022	A benchmark of state-of-the-art sound event detection systems evaluated on synthetic soundscapes by Francesca Ronchini et al
02-01-2022	Signal Quality Assessment of Photoplethysmogram Signals using Quantum Pattern Recognition and lightweight CNN Architecture by Tamaghno Chatterjee et al
02-04-2022	Musical Audio Similarity with Self-supervised Convolutional Neural Networks by Carl Thomé et al
02-04-2022	Towards a consistent interpretation of AIOps models by Yingzhe Lyu et al
02-02-2022	Detecting Privacy Requirements from User Stories with NLP Transfer Learning Models by Francesco Casillo et al
02-01-2022	Fine-grained differentiable physics: a yarn-level model for fabrics by Deshan Gong et al
02-01-2022	Learning entanglement breakdown as a phase transition by confusion by M. A. Gavreev et al
02-01-2022	Exploring layerwise decision making in DNNs by Coenraad Mouton et al
02-01-2022	Context Uncertainty in Contextual Bandits with Applications to Recommender Systems by Hao Wang et al
02-03-2022	Multi-task graph neural networks for simultaneous prediction of global and atomic properties in ferromagnetic systems by Massimiliano Lupo Pasini et al
02-03-2022	PRUNIX: Non-Ideality Aware Convolutional Neural Network Pruning for Memristive Accelerators by Ali Alshaarawy et al
02-02-2022	Unpaired Image Super-Resolution with Optimal Transport Maps by Milena Gazdieva et al
02-01-2022	Deepfake pornography as a male gaze on fan culture by Inna Suvorova
02-02-2022	3PC: Three Point Compressors for Communication-Efficient Distributed Training and a Better Theory for Lazy Aggregation by Peter Richtárik et al
02-04-2022	Interpretability methods of machine learning algorithms with applications in breast cancer diagnosis by Panagiota Karatza et al
02-03-2022	Demystify Optimization and Generalization of Over-parameterized PAC-Bayesian Learning by Wei Huang et al
02-02-2022	VC-PCR: A Prediction Method based on Supervised Variable Selection and Clustering by Rebecca Marion et al
02-04-2022	EcoFlow: Efficient Convolutional Dataflows for Low-Power Neural Network Accelerators by Lois Orosa et al
02-03-2022	Who will Leave a Pediatric Weight Management Program and When? -- A machine learning approach for predicting attrition patterns by Hamed Fayyaz et al

02-03-2022	Adversarially Robust Models may not Transfer Better: Sufficient Conditions for Domain Transferability from the View of Regularization by Xiaojun Xu et al
02-03-2022	Sampling with Riemannian Hamiltonian Monte Carlo in a Constrained Space by Yunbum Kook et al
02-04-2022	TIML: Task-Informed Meta-Learning for Agriculture by Gabriel Tseng et al
02-04-2022	LTU Attacker for Membership Inference by Joseph Pedersen et al
02-01-2022	Accelerating DNN Training with Structured Data Gradient Pruning by Bradley McDanel et al
02-04-2022	Source data selection for out-of-domain generalization by Xinran Miao et al
02-02-2022	MPVNN: Mutated Pathway Visible Neural Network Architecture for Interpretable Prediction of Cancer-specific Survival Risk by Gourab Ghosh Roy et al
02-03-2022	Predictive Closed-Loop Service Automation in O-RAN based Network Slicing by Joseph Thaliath et al
02-02-2022	Methodology for forecasting and optimization in IEEE-CIS 3rd Technical Challenge by Richard Bean
02-02-2022	Mold into a Graph: Efficient Bayesian Optimization over Mixed-Spaces by Jaeyeon Ahn et al
02-04-2022	BC-Z: Zero-Shot Task Generalization with Robotic Imitation Learning by Eric Jang et al
02-02-2022	Analogies and Feature Attributions for Model Agnostic Explanation of Similarity Learners by Karthikeyan Natesan Ramamurthy et al
02-02-2022	Causal Inference Through the Structural Causal Marginal Problem by Luigi Gresele et al
02-04-2022	Urban Region Profiling via A Multi-Graph Representation Learning Framework by Y. Luo et al
02-03-2022	Distribution Embedding Networks for Meta-Learning with Heterogeneous Covariate Spaces by Lang Liu et al
02-04-2022	COIL: Constrained Optimization in Learned Latent Space -- Learning Representations for Valid Solutions by Peter J Bentley et al
02-01-2022	ADG-Pose: Automated Dataset Generation for Real-World Human Pose Estimation by Ghazal Alinezhad Noghre et al
02-01-2022	Approximation of Images via Generalized Higher Order Singular Value Decomposition over Finite-dimensional Commutative Semisimple Algebra by Liang Liao et al
02-02-2022	Smoothed Embeddings for Certified Few-Shot Learning by Mikhail Pautov et al
02-02-2022	Active Multi-Task Representation Learning by Yifang Chen et al
02-04-2022	Twitter Referral Behaviours on News Consumption with Ensemble Clustering of Click-Stream Data in Turkish Media by Didem Makaroglu et al
02-01-2022	A training-free recursive multiresolution framework for diffeomorphic deformable image registration by Ameneh Sheikhjafari et al
02-03-2022	Learning from a Learning User for Optimal Recommendations by Fan Yao et al
02-04-2022	Multi-Output Gaussian Process-Based Data Augmentation for Multi-Building and Multi-Floor Indoor Localization by Zhe Tang et al
02-01-2022	Generalizability of Machine Learning Models: Quantitative Evaluation of Three Methodological Pitfalls by Farhad Maleki et al
02-02-2022	Fast Convex Optimization for Two-Layer ReLU Networks: Equivalent Model Classes and Cone Decompositions by Aaron Mishkin et al
02-02-2022	DASHA: Distributed Nonconvex Optimization with Communication Compression, Optimal Oracle Complexity, and No Client Synchronization by Alexander Tyurin et al
02-03-2022	SparGE: Sparse Coding-based Patient Similarity Learning via Low-rank Constraints and Graph Embedding by Xian Wei et al
02-01-2022	Federated Learning Challenges and Opportunities: An Outlook by Jie Ding et al
02-01-2022	Gromov-Wasserstein Discrepancy with Local Differential Privacy for Distributed Structural Graphs by Hongwei Jin et al
02-02-2022	Training Semantic Descriptors for Image-Based Localization by Ibrahim Cinaroglu et al
02-01-2022	Do Differentiable Simulators Give Better Policy Gradients? by H. J. Terry Suh et al
02-01-2022	A Graph Based Neural Network Approach to Immune Profiling of Multiplexed Tissue Samples by Natalia Garcia Martin et al
02-01-2022	MotifExplainer: a Motif-based Graph Neural Network Explainer by Zhaoning Yu et al
02-03-2022	Unsupervised Learning Based Hybrid Beamforming with Low-Resolution Phase Shifters for MU-MIMO Systems by Chia-Ho Kuo et al
02-04-2022	Correcting Confounding via Random Selection of Background Variables by You-Lin Chen et al
02-01-2022	KSD Aggregated Goodness-of-fit Test by Antonin Schrab et al
02-04-2022	Supervised Contrastive Learning for Product Matching by Ralph Peeters et al
02-01-2022	Optimizing Sequential Experimental Design with Deep Reinforcement Learning by Tom Blau et al
02-02-2022	Learning Mechanically Driven Emergent Behavior with Message Passing Neural Networks by Peerasait Prachaseree et al
02-02-2022	Fairness of Machine Learning Algorithms in Demography by Ibe Chukwuemeka Emmanuel et al
02-03-2022	Rethinking Explainability as a Dialogue: A Practitioners Perspective by Himabindu Lakkaraju et al
02-01-2022	A Machine Learning Smartphone-based Sensing for Driver Behavior Classification by Sarra Ben Brahim et al
02-02-2022	Invariant Ancestry Search by Phillip B. Mogensen et al
02-04-2022	Decoupling Local and Global Representations of Time Series by Sana Tonekaboni et al
02-04-2022	To Impute or not to Impute? -- Missing Data in Treatment Effect Estimation by Jeroen Berrevoets et al
02-02-2022	Efficient Memory Partitioning in Software Defined Hardware by Matthew Feldman et al
02-02-2022	Surrogate Modeling for Physical Systems with Preserved Properties and Adjustable Tradeoffs by Randi Wang et al
02-04-2022	Polyphonic pitch detection with convolutional recurrent neural networks by Carl Thomé et al
02-03-2022	Best Practices and Scoring System on Reviewing A.I. based Medical Imaging Papers: Part 1 Classification by Timothy L. Kline et al
02-04-2022	Deep invariant networks with differentiable augmentation layers by Cédric Rommel et al
02-02-2022	Parameters or Privacy: A Provable Tradeoff Between Overparameterization and Membership Inference by Jasper Tan et al
02-03-2022	Characterizing & Finding Good Data Orderings for Fast Convergence of Sequential Gradient Methods by Amirkeivan Mohtashami Sebastian Stich Martin Jaggi
02-01-2022	Investigating Transfer Learning in Graph Neural Networks by Nishai Kooverjee et al
02-02-2022	On Linear Separability under Linear Compression with Applications to Hard Support Vector Machine by Paul McVay et al
02-01-2022	AdaAnn: Adaptive Annealing Scheduler for Probability Density Approximation by Emma R. Cobian et al
02-01-2022	On the Benefits of Selectivity in Pseudo-Labeling for Unsupervised Multi-Source-Free Domain Adaptation by Maohao Shen et al
02-02-2022	Approximate Bisimulation Relations for Neural Networks and Application to Assured Neural Network Compression by Weiming Xiang et al
02-01-2022	Distributional Reinforcement Learning via Sinkhorn Iterations by Ke Sun et al
02-03-2022	Robust Audio Anomaly Detection by Wo Jae Lee et al
02-03-2022	Incorporating Sum Constraints into Multitask Gaussian Processes by Philipp Pilar et al
02-02-2022	AtmoDist: Self-supervised Representation Learning for Atmospheric Dynamics by Sebastian Hoffmann et al
02-01-2022	Classification of Skin Cancer Images using Convolutional Neural Networks by Kartikeya Agarwal et al
02-01-2022	Automatic event detection in football using tracking data by Ferran Vidal-Codina et al
02-02-2022	Harmony: Overcoming the hurdles of GPU memory capacity to train massive DNN models on commodity servers by Youjie Li et al
02-04-2022	Backpropagation Neural Tree by Varun Ojha et al
02-01-2022	Framework for Evaluating Faithfulness of Local Explanations by Sanjoy Dasgupta et al
02-03-2022	Oral cancer detection and interpretation: Deep multiple instance learning versus conventional deep single instance learning by Nadezhda Koriakina et al
02-02-2022	Imitation Learning by Estimating Expertise of Demonstrators by Mark Beliaev et al
02-03-2022	Flexible Triggering Kernels for Hawkes Process Modeling by Yamac Alican Isik et al
02-04-2022	Numerical Demonstration of Multiple Actuator Constraint Enforcement Algorithm for a Molten Salt Loop by Akshay J. Dave et al
02-01-2022	Personalized Federated Learning via Convex Clustering by Aleksandar Armacki et al
02-02-2022	Training a Bidirectional GAN-based One-Class Classifier for Network Intrusion Detection by Wen Xu et al
02-01-2022	A deep residual learning implementation of Metamorphosis by Matthis Maillard et al
02-01-2022	LocUNet: Fast Urban Positioning Using Radio Maps and Deep Learning by Çağkan Yapar et al
02-03-2022	Transport Score Climbing: Variational Inference using Forward KL and Adaptive Neural Transport by Liyi Zhang et al
02-02-2022	Accelerated Quality-Diversity for Robotics through Massive Parallelism by Bryan Lim et al
02-01-2022	Gradient Based Clustering by Aleksandar Armacki et al
02-04-2022	Implementation of a Type-2 Fuzzy Logic Based Prediction System for the Nigerian Stock Exchange by Isobo Nelson Davies et al
02-01-2022	An Empirical Study of Modular Bias Mitigators and Ensembles by Michael Feffer et al
02-02-2022	Normalise for Fairness: A Simple Normalisation Technique for Fairness in Regression Machine Learning Problems by Mostafa M. Mohamed et al
02-03-2022	Net benefit, calibration, threshold selection, and training objectives for algorithmic fairness in healthcare by Stephen R. Pfohl et al
02-03-2022	Unified Fake News Detection using Transfer Learning of Bidirectional Encoder Representation from Transformers model by Vijay Srinivas Tida et al
02-01-2022	AlphaDesign: A graph protein design method and benchmark on AlphaFoldDB by Zhangyang Gao et al
02-02-2022	Proceedings 10th International Workshop on Theorem Proving Components for Educational Software by João Marcos et al
02-03-2022	Exploiting Independent Instruments: Identification and Distribution Generalization by Sorawit Saengkyongam et al
02-01-2022	Weighted Random Cut Forest Algorithm for Anomaly Detections by Sijin Yeom et al
02-01-2022	A Hybrid Physics Machine Learning Approach for Macroscopic Traffic State Estimation by Zhao Zhang et al
02-01-2022	Lagrangian Manifold Monte Carlo on Monge Patches by Marcelo Hartmann et al
02-01-2022	Understanding Cross-Domain Few-Shot Learning: An Experimental Study by Jaehoon Oh et al
02-03-2022	A Robust Phased Elimination Algorithm for Corruption-Tolerant Gaussian Process Bandits by Ilija Bogunovic et al
02-03-2022	Modeling unknown dynamical systems with hidden parameters by Xiaohan Fu et al
02-01-2022	Improving Sample Efficiency of Value Based Models Using Attention and Vision Transformers by Amir Ardalan Kalantari et al
02-02-2022	Even Simpler Deterministic Matrix Sketching by Edo Liberty
02-01-2022	Achieving Fairness at No Utility Cost via Data Reweighing by Peizhao Li et al
02-01-2022	Compiler-Driven Simulation of Reconfigurable Hardware Accelerators by Zhijing Li et al
02-02-2022	Performance of multilabel machine learning models and risk stratification schemas for predicting stroke and bleeding risk in patients with non-valvular atrial fibrillation by Juan Lu et al