2022.5.16 Learning papers

05-11-2022	Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning by Haokun Liu et al
05-12-2022	A Generalist Agent by Scott Reed et al
05-10-2022	On learning agent-based models from data by Corrado Monti et al
05-12-2022	One Model, Multiple Modalities: A Sparsely Activated Approach for Text, Sound, Image, Video and Code by Yong Dai et al
05-12-2022	The Mechanism of Prediction Head in Non-contrastive Self-supervised Learning by Zixin Wen et al
05-10-2022	Reducing Activation Recomputation in Large Transformer Models by Vijay Korthikanti et al
05-10-2022	Sensible AI: Re-imagining Interpretability and Explainability using Sensemaking Theory by Harmanpreet Kaur et al
05-10-2022	On the Verge of Solving Rocket League using Deep Reinforcement Learning and Sim-to-sim Transfer by Marco Pleines et al
05-10-2022	Symphony Generation with Permutation Invariant Language Model by Jiafeng Liu et al
05-12-2022	Topologically-Aware Deformation Fields for Single-View 3D Reconstruction by Shivam Duggal et al
05-11-2022	RITA: a Study on Scaling Up Generative Protein Sequence Models by Daniel Hesslow et al
05-10-2022	A State-Distribution Matching Approach to Non-Episodic Reinforcement Learning by Archit Sharma et al
05-12-2022	Training Uncertainty-Aware Classifiers with Conformalized Deep Learning by Bat-Sheva Einbinder et al
05-11-2022	Open Vocabulary Extreme Classification Using Generative Models by Daniel Simig et al
05-10-2022	Fundamental limitations on optimization in variational quantum algorithms by Hao-Kai Zhang et al
05-12-2022	Fair NLP Models with Differentially Private Text Encoders by Gaurav Maheshwari et al
05-12-2022	kNN-Embed: Locally Smoothed Embedding Mixtures For Multi-interest Candidate Retrieval by Ahmed El-Kishky et al
05-12-2022	Distinction Maximization Loss: Efficiently Improving Classification Accuracy, Uncertainty Estimation, and Out-of-Distribution Detection Simply Replacing the Loss and Calibrating by David Macêdo et al
05-11-2022	Algebraic Machine Learning with an Application to Chemistry by Ezzeddine El Sai et al
05-12-2022	E-Mail Assistant -- Automation of E-Mail Handling and Management using Robotic Process Automation by Arpit Khare et al
05-10-2022	Extracting Latent Steering Vectors from Pretrained Language Models by Nishant Subramani et al
05-13-2022	Upside-Down Reinforcement Learning Can Diverge in Stochastic Environments With Episodic Resets by Miroslav Štrupl et al
05-12-2022	Exploiting Inductive Bias in Transformers for Unsupervised Disentanglement of Syntax and Semantics with VAEs by Ghazi Felhi et al
05-12-2022	AiSocrates: Towards Answering Ethical Quandary Questions by Yejin Bang et al
05-12-2022	Exploiting symmetry in variational quantum machine learning by Johannes Jakob Meyer et al
05-11-2022	Pre-trained Language Models as Re-Annotators by Chang Shu
05-10-2022	Learning to Answer Visual Questions from Web Videos by Antoine Yang et al
05-10-2022	Improving genetic risk prediction across diverse population by disentangling ancestry representations by Prashnna K Gyawali et al
05-10-2022	Efficient Risk-Averse Reinforcement Learning by Ido Greenberg et al
05-12-2022	Generalized Variational Inference in Function Spaces: Gaussian Measures meet Bayesian Deep Learning by Veit D. Wild et al
05-13-2022	Productivity Assessment of Neural Code Completion by Albert Ziegler et al
05-12-2022	Virtual twins of nonlinear vibrating multiphysics microstructures: physics-based versus deep learning-based approaches by Giorgio Gobat et al
05-10-2022	Deep learning based Chinese text sentiment mining and stock market correlation research by Chenrui Zhang
05-12-2022	Zero-shot Code-Mixed Offensive Span Identification through Rationale Extraction by Manikandan Ravikiran et al
05-11-2022	Quantum Self-Attention Neural Networks for Text Classification by Guangxi Li et al
05-11-2022	Making Pre-trained Language Models Good Long-tailed Learners by Chen Zhang et al
05-11-2022	Utilizing coarse-grained data in low-data settings for event extraction by Osman Mutlu
05-10-2022	Hyperparameter optimization of hybrid quantum neural networks for car classification by Asel Sagingalieva et al
05-11-2022	Deep Learning and Synthetic Media by Raphaël Millière
05-10-2022	Universal Caching by Ativ Joshi et al
05-10-2022	Dont Throw it Away! The Utility of Unlabeled Data in Fair Decision Making by Miriam Rateike et al
05-10-2022	Developing cooperative policies for multi-stage reinforcement learning tasks by Jordan Erskine et al
05-11-2022	RLOP: RL Methods in Option Pricing from a Mathematical Perspective by Ziheng Chen
05-10-2022	Secure and Private Source Coding with Private Key and Decoder Side Information by Onur Günlü et al
05-11-2022	RepSR: Training Efficient VGG-style Super-Resolution Networks with Structural Re-Parameterization and Batch Normalization by Xintao Wang et al
05-10-2022	Explainable Deep Learning Methods in Medical Diagnosis: A Survey by Cristiano Patrício et al
05-10-2022	Secure Federated Learning for Neuroimaging by Dimitris Stripelis et al
05-11-2022	The First Optimal Algorithm for Smooth and Strongly-Convex-Strongly-Concave Minimax Optimization by Dmitry Kovalev et al
05-11-2022	Efficient Automated Deep Learning for Time Series Forecasting by Difan Deng et al
05-11-2022	A globally convergent fast iterative shrinkage-thresholding algorithm with a new momentum factor for single and multi-objective convex optimization by Hiroki Tanabe et al
05-11-2022	AutoKE: An automatic knowledge embedding framework for scientific machine learning by Mengge Du et al
05-12-2022	Unified Source-Filter GAN with Harmonic-plus-Noise Source Excitation Generation by Reo Yoneyama et al
05-10-2022	AI training resources for GLAM: a snapshot by Andrew Darby et al
05-11-2022	Visualization Guidelines for Model Performance Communication Between Data Scientists and Subject Matter Experts by Ashley Suh et al
05-10-2022	A Communication-Efficient Distributed Gradient Clipping Algorithm for Training Deep Neural Networks by Mingrui Liu et al
05-11-2022	Dimension-adaptive machine-learning-based quantum state reconstruction by Sanjaya Lohani et al
05-11-2022	Structured, flexible, and robust: benchmarking and improving large language models towards more human-like behavior in out-of-distribution reasoning tasks by Katherine M. Collins et al
05-10-2022	White-box Testing of NLP models with Mask Neuron Coverage by Arshdeep Sekhon et al
05-12-2022	Tensor Decompositions for Hyperspectral Data Processing in Remote Sensing: A Comprehensive Review by Minghua Wang et al
05-12-2022	Framework for inferring empirical causal graphs from binary data to support multidimensional poverty analysis by Chainarong Amornbunchornvej et al
05-10-2022	OTFPF: Optimal Transport-Based Feature Pyramid Fusion Network for Brain Age Estimation with 3D Overlapped ConvNeXt by Yu Fu et al
05-11-2022	A Continual Deepfake Detection Benchmark: Dataset, Methods, and Essentials by Chuqiao Li et al
05-10-2022	Efficient Distributed Framework for Collaborative Multi-Agent Reinforcement Learning by Shuhan Qi et al
05-13-2022	The ACM Multimedia 2022 Computational Paralinguistics Challenge: Vocalisations, Stuttering, Activity, & Mosquitoes by Björn W. Schuller et al
05-10-2022	ALLSH: Active Learning Guided by Local Sensitivity and Hardness by Shujian Zhang et al
05-11-2022	A time-varying study of Chinese investor sentiment, stock market liquidity and volatility: Based on deep learning BERT model and TVP-VAR model by Chenrui Zhang et al
05-13-2022	The Devil is in the Details: On the Pitfalls of Vocabulary Selection in Neural Machine Translation by Tobias Domhan et al
05-11-2022	Automated differential equation solver based on the parametric approximation optimization by Alexander Hvatov et al
05-13-2022	Improving Contextual Representation with Gloss Regularized Pre-training by Yu Lin et al
05-12-2022	Visuomotor Control in Multi-Object Scenes Using Object-Aware Representations by Negin Heravi et al
05-11-2022	An Inexact Augmented Lagrangian Algorithm for Training Leaky ReLU Neural Network with Group Sparsity by Wei Liu et al
05-11-2022	Improved Meta Learning for Low Resource Speech Recognition by Satwinder Singh et al
05-12-2022	Embodied vision for learning object representations by Arthur Aubret et al
05-11-2022	Aggregating Pairwise Semantic Differences for Few-Shot Claim Veracity Classification by Xia Zeng et al
05-10-2022	Knowledge Augmented Machine Learning with Applications in Autonomous Driving: A Survey by Julian Wörmann et al
05-11-2022	Leveraging Uncertainty for Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images by Soufiane Belharbi et al
05-11-2022	Unsupervised machine learning for physical concepts by Ruyu Yang
05-10-2022	A Unified f-divergence Framework Generalizing VAE and GAN by Jaime Roquero Gimenez et al
05-13-2022	Interlock-Free Multi-Aspect Rationalization for Text Classification by Shuangqi Li et al
05-12-2022	ELODI: Ensemble Logit Difference Inhibition for Positive-Congruent Training by Yue Zhao et al
05-10-2022	Sibylvariant Transformations for Robust Text Classification by Fabrice Harel-Canada et al
05-11-2022	Scream Detection in Heavy Metal Music by Vedant Kalbag et al
05-10-2022	Weakly-supervised segmentation of referring expressions by Robin Strudel et al
05-11-2022	DoubleMatch: Improving Semi-Supervised Learning with Self-Supervision by Erik Wallin et al
05-13-2022	l-Leaks: Membership Inference Attacks with Logits by Shuhao Li et al
05-10-2022	Social Inclusion in Curated Contexts: Insights from Museum Practices by Han-Yin Huang et al
05-12-2022	Deep Learning for Prawn Farming: Forecasting and Anomaly Detection by Joel Janek Dabrowski et al
05-13-2022	Deep Reinforcement Learning for Computational Fluid Dynamics on HPC Systems by Marius Kurz et al
05-12-2022	Equivariant quantum circuits for learning on weighted graphs by Andrea Skolik et al
05-12-2022	Image Segmentation with Topological Priors by Shakir Showkat Sofi et al
05-12-2022	Towards Robust Unsupervised Disentanglement of Sequential Data -- A Case Study Using Music Audio by Yin-Jyun Luo et al
05-10-2022	Spatial-temporal associations representation and application for process monitoring using graph convolution neural network by Hao Ren et al
05-11-2022	Contrastive Supervised Distillation for Continual Representation Learning by Tommaso Barletti et al
05-11-2022	Ranked Prioritization of Groups in Combinatorial Bandit Allocation by Lily Xu et al
05-12-2022	Pseudo-Label Guided Multi-Contrast Generalization for Non-Contrast Organ-Aware Segmentation by Ho Hin Lee et al
05-12-2022	Low-variance estimation in the Plackett-Luce model via quasi-Monte Carlo sampling by Alexander Buchholz et al
05-11-2022	CNN-LSTM Based Multimodal MRI and Clinical Data Fusion for Predicting Functional Outcome in Stroke Patients by Nima Hatami et al
05-10-2022	Human Language Modeling by Nikita Soni et al
05-10-2022	Matrix and graph representations of vine copula structures by Dániel Pfeifer et al
05-10-2022	Real-time Forecasting of Time Series in Financial Markets Using Sequentially Trained Many-to-one LSTMs by Kelum Gajamannage et al
05-10-2022	DNS based In-Browser Cryptojacking Detection by Rohit Kumar Sachan et al
05-12-2022	Accounting for the Sequential Nature of States to Learn Features for Reinforcement Learning by Nathan Michlo et al
05-10-2022	Best of Both Worlds: Multi-task Audio-Visual Automatic Speech Recognition and Active Speaker Detection by Otavio Braga et al
05-13-2022	Data-Driven Upper Bounds on Channel Capacity by Christian Häger et al
05-11-2022	End-to-End Multi-Person Audio/Visual Automatic Speech Recognition by Otavio Braga et al
05-12-2022	Adaptive Block Floating-Point for Analog Deep Learning Hardware by Ayon Basumallik et al
05-12-2022	Sample Complexity Bounds for Robustly Learning Decision Lists against Evasion Attacks by Pascale Gourdeau et al
05-12-2022	Test-time Fourier Style Calibration for Domain Generalization by Xingchen Zhao et al
05-11-2022	Blockchain-based Secure Client Selection in Federated Learning by Truc Nguyen et al
05-12-2022	Smooth-Reduce: Leveraging Patches for Improved Certified Robustness by Ameya Joshi et al
05-13-2022	Analyzing Hate Speech Data along Racial, Gender and Intersectional Axes by Antonis Maronikolakis et al
05-12-2022	Fast Conditional Network Compression Using Bayesian HyperNetworks by Phuoc Nguyen et al
05-11-2022	How Platform-User Power Relations Shape Algorithmic Accountability: A Case Study of Instant Loan Platforms and Financially Stressed Users in India by Divya Ramesh et al
05-12-2022	Localized Vision-Language Matching for Open-vocabulary Object Detection by Maria A. Bravo et al
05-10-2022	Stabilized Doubly Robust Learning for Recommendation on Data Missing Not at Random by Haoxuan Li et al
05-11-2022	Hierarchical Collaborative Hyper-parameter Tuning by Ahmad Esmaeili et al
05-12-2022	Delving into High-Quality Synthetic Face Occlusion Segmentation Datasets by Kenny T. R. Voo et al
05-10-2022	Theory of Quantum Generative Learning Models with Maximum Mean Discrepancy by Yuxuan Du et al
05-10-2022	Disentangling A Single MR Modality by Lianrui Zuo et al
05-11-2022	Over-the-Air Federated Learning with Joint Adaptive Computation and Power Control by Haibo Yang et al
05-12-2022	Interpretable Climate Change Modeling With Progressive Cascade Networks by Charles Anderson et al
05-12-2022	Warm-starting DARTS using meta-learning by Matej Grobelnik et al
05-12-2022	SIBILA: High-performance computing and interpretable machine learning join efforts toward personalised medicine in a novel decision-making tool by Antonio Jesús Banegas-Luna et al
05-12-2022	Learning Generalized Policies Without Supervision Using GNNs by Simon Ståhlberg et al
05-11-2022	A Closer Look at Audio-Visual Multi-Person Speech Recognition and Active Speaker Selection by Otavio Braga et al
05-13-2022	A hybrid data driven-physics constrained Gaussian process regression framework with deep kernel for uncertainty quantification by Cheng Chang et al
05-12-2022	Machine Learning Workflow to Explain Black-box Models for Early Alzheimers Disease Classification Evaluated for Multiple Datasets by Louise Bloch et al
05-13-2022	Local Attention Graph-based Transformer for Multi-target Genetic Alteration Prediction by Daniel Reisenbüchler et al
05-11-2022	Choice of training label matters: how to best use deep learning for quantitative MRI parameter estimation by Sean C. Epstein et al
05-11-2022	DNA data storage, sequencing data-carrying DNA by Jasmine Quah et al
05-12-2022	Addressing Census data problems in race imputation via fully Bayesian Improved Surname Geocoding and name supplements by Kosuke Imai et al
05-11-2022	Delayed Reinforcement Learning by Imitation by Pierre Liotet et al
05-12-2022	Comments on: Hybrid Semiparametric Bayesian Networks by Marco Scutari
05-13-2022	StyLandGAN: A StyleGAN based Landscape Image Synthesis using Depth-map by Gunhee Lee et al
05-11-2022	Performance of a deep learning system for detection of referable diabetic retinopathy in real clinical settings by Verónica Sánchez-Gutiérrez et al

05-11-2022	Orthogonal Gromov-Wasserstein Discrepancy with Efficient Lower Bound by Hongwei Jin et al
05-11-2022	Cross-domain Few-shot Meta-learning Using Stacking by Hongyu Wang et al
05-10-2022	SmartSAGE: Training Large-scale Graph Neural Networks using In-Storage Processing Architectures by Yunjae Lee et al
05-10-2022	Serving and Optimizing Machine Learning Workflows on Heterogeneous Infrastructures by Yongji Wu et al
05-12-2022	Design and Implementation of a Quantum Kernel for Natural Language Processing by Matt Wright
05-13-2022	Convergence Analysis of Deep Residual Networks by Wentao Huang et al
05-12-2022	Contingency-constrained economic dispatch with safe reinforcement learning by Michael Eichelbeck et al
05-10-2022	Flow Completion Network: Inferring the Fluid Dynamics from Incomplete Flow Information using Graph Neural Networks by Xiaodong He et al
05-12-2022	Subgroup discovery of Parkinsons Disease by utilizing a multi-modal smart device system by Catharina Marie van Alen et al
05-10-2022	Exploring Viable Algorithmic Options for Learning from Demonstration (LfD): A Parameterized Complexity Approach by Todd Wareham
05-12-2022	PoisonedEncoder: Poisoning the Unlabeled Pre-training Data in Contrastive Learning by Hongbin Liu et al
05-13-2022	Distributed Transmission Control for Wireless Networks using Multi-Agent Reinforcement Learning by Collin Farquhar et al
05-11-2022	DeepFilterNet2: Towards Real-Time Speech Enhancement on Embedded Devices for Full-Band Audio by Hendrik Schröter et al
05-13-2022	Kronecker Decomposition for Knowledge Graph Embeddings by Caglar Demir et al
05-13-2022	Toward A Formalized Approach for Spike Sorting Algorithms and Hardware Evaluation by Tim Zhang et al
05-11-2022	Tiny Robot Learning: Challenges and Directions for Machine Learning in Resource-Constrained Robots by Sabrina M. Neuman et al
05-13-2022	Principal-Agent Hypothesis Testing by Stephen Bates et al
05-10-2022	Designing a Recurrent Neural Network to Learn a Motion Planner for High-Dimensional Inputs by Johnathan Chiu
05-12-2022	Ensemble Clustering via Co-association Matrix Self-enhancement by Yuheng Jia et al
05-13-2022	Nearly Optimal Algorithms for Linear Contextual Bandits with Adversarial Corruptions by Jiafan He et al
05-13-2022	Multiple Domain Causal Networks by Tianhui Zhou et al
05-12-2022	αα-GAN: Convergence and Estimation Guarantees by Gowtham R. Kurri et al
05-13-2022	OFedQIT: Communication-Efficient Online Federated Learning via Quantization and Intermittent Transmission by Jonghwan Park et al
05-12-2022	Social learning via actions in bandit environments by Aroon Narayanan
05-13-2022	Improving Astronomical Time-series Classification via Data Augmentation with Generative Adversarial Networks by Germán García-Jara et al
05-13-2022	The Design Space of E(3)-Equivariant Atom-Centered Interatomic Potentials by Ilyes Batatia et al
05-11-2022	Predicting hot electrons free energies from ground-state data by Chiheb Ben Mahmoud et al
05-11-2022	NDGGNET-A Node Independent Gate based Graph Neural Networks by Ye Tang et al
05-11-2022	LSI: A Learned Secondary Index Structure by Andreas Kipf et al
05-12-2022	Secure Aggregation for Federated Learning in Flower by Kwing Hei Li et al
05-11-2022	Stochastic first-order methods for average-reward Markov decision processes by Tianjiao Li et al
05-11-2022	A Survey on Fairness for Machine Learning on Graphs by Manvi Choudhary et al
05-11-2022	Extensible Machine Learning for Encrypted Network Traffic Application Labeling via Uncertainty Quantification by Steven Jorgensen et al
05-13-2022	On the Importance of Architecture and Feature Selection in Differentially Private Machine Learning by Wenxuan Bao et al
05-12-2022	Neural Network-based OFDM Receiver for Resource Constrained IoT Devices by Nasim Soltani et al
05-13-2022	EyeDAS: Securing Perception of Autonomous Cars Against the Stereoblindness Syndrome by Efrat Levy et al
05-11-2022	Reducing a complex two-sided smartwatch examination for Parkinsons Disease to an efficient one-sided examination preserving machine learning accuracy by Alexander Brenner et al
05-11-2022	Exploring Local Explanations of Nonlinear Models Using Animated Linear Projections by Nicholas Spyrison et al
05-10-2022	Hybrid Far- and Near-Field Channel Estimation for THz Ultra-Massive MIMO via Fixed Point Networks by Wentao Yu et al
05-12-2022	Positive, Negative and Neutral: Modeling Implicit Feedback in Session-based News Recommendation by Shansan Gong et al
05-12-2022	Multimodal Indoor Localisation for Measuring Mobility in Parkinsons Disease using Transformers by Ferdian Jovan et al
05-11-2022	An Empirical Study Of Self-supervised Learning Approaches For Object Detection With Transformers by Gokul Karthik Kumar et al
05-11-2022	RISP: Rendering-Invariant State Predictor with Differentiable Simulation and Rendering for Cross-Domain Parameter Estimation by Pingchuan Ma et al
05-10-2022	A 14uJ/Decision Keyword Spotting Accelerator with In-SRAM-Computing and On Chip Learning for Customization by Yu-Hsiang Chiang et al
05-13-2022	Precise Change Point Detection using Spectral Drift Detection by Fabian Hinder et al
05-11-2022	A Survey of Risk-Aware Multi-Armed Bandits by Vincent Y. F. Tan et al
05-11-2022	Detecting Emerging Technologies and their Evolution using Deep Learning and Weak Signal Analysis by Ashkan Ebadi et al
05-13-2022	Convergence of Deep Neural Networks with General Activation Functions and Pooling by Wentao Huang et al
05-11-2022	Subspace Learning Machine (SLM): Methodology and Performance by Hongyu Fu et al
05-12-2022	Controlling chaotic itinerancy in laser dynamics for reinforcement learning by Ryugo Iwami et al
05-11-2022	eFedDNN: Ensemble based Federated Deep Neural Networks for Trajectory Mode Inference by Daniel Opoku Mensah et al
05-10-2022	Tensor-based Collaborative Filtering With Smooth Ratings Scale by Nikita Marin et al
05-11-2022	Performing Video Frame Prediction of Microbial Growth with a Recurrent Neural Network by Connor Robertson et al
05-10-2022	Explainable Data Imputation using Constraints by Sandeep Hans et al
05-12-2022	NER-MQMRC: Formulating Named Entity Recognition as Multi Question Machine Reading Comprehension by Anubhav Shrimal et al
05-13-2022	Heavy-Tail Phenomenon in Decentralized SGD by Mert Gurbuzbalaban et al
05-11-2022	Stochastic Variational Smoothed Model Checking by Luca Bortolussi et al
05-12-2022	Multi-Environment Meta-Learning in Stochastic Linear Bandits by Ahmadreza Moradipari et al
05-12-2022	Using Natural Sentences for Understanding Biases in Language Models by Sarah Alnegheimish et al
05-11-2022	Learning to Guide Multiple Heterogeneous Actors from a Single Human Demonstration via Automatic Curriculum Learning in StarCraft II by Nicholas Waytowich et al
05-10-2022	Variational Inference MPC using Normalizing Flows and Out-of-Distribution Projection by Thomas Power et al
05-11-2022	Weak Supervision with Incremental Source Accuracy Estimation by Richard Gresham Correro
05-10-2022	Real-Time Wearable Gait Phase Segmentation For Running And Walking by Jien-De Sui et al
05-10-2022	Turtle Score -- Similarity Based Developer Analyzer by Sanjjushri Varshini et al
05-12-2022	How to Combine Membership-Inference Attacks on Multiple Updated Models by Matthew Jagielski et al
05-11-2022	Privacy-Preserving Distributed Machine Learning Made Faster by Zoe L. Jiang et al
05-10-2022	Spike-based computational models of bio-inspired memories in the hippocampal CA3 region on SpiNNaker by Daniel Casanueva-Morato et al
05-10-2022	Adjusted Expected Improvement for Cumulative Regret Minimization in Noisy Bayesian Optimization by Shouri Hu et al
05-10-2022	THOR: Threshold-Based Ranking Loss for Ordinal Regression by Tzeviya Sylvia Fuchs et al
05-10-2022	Reconstruction Enhanced Multi-View Contrastive Learning for Anomaly Detection on Attributed Networks by Jiaqiang Zhang et al
05-13-2022	Embodied-Symbolic Contrastive Graph Self-Supervised Learning for Molecular Graphs by Daniel T. Chang
05-11-2022	Automatic Tuberculosis and COVID-19 cough classification using deep learning by Madhurananda Pahar et al
05-11-2022	Evaluation Gaps in Machine Learning Practice by Ben Hutchinson et al
05-12-2022	Collaborative Multi-agent Stochastic Linear Bandits by Ahmadreza Moradipari et al
05-12-2022	GPN: A Joint Structural Learning Framework for Graph Neural Networks by Qianggang Ding et al
05-11-2022	Individual Fairness Guarantees for Neural Networks by Elias Benussi et al
05-13-2022	FastSTMF: Efficient tropical matrix factorization algorithm for sparse data by Amra Omanović et al
05-11-2022	Representation Learning for Context-Dependent Decision-Making by Yuzhen Qin et al
05-11-2022	A simple framework for contrastive learning phases of matter by Xiao-Qi Han et al
05-11-2022	Probability Distribution of Hypervolume Improvement in Bi-objective Bayesian Optimization by Hao Wang et al
05-10-2022	Training Personalized Recommendation Systems from (GPU) Scratch: Look Forward not Backwards by Youngeun Kwon et al
05-10-2022	Deep Gait Tracking With Inertial Measurement Unit by Jien De Sui et al
05-10-2022	Cognitive Visual-learning Environment for PostgreSQL by Manuela Nayantara Jeyaraj et al
05-10-2022	Salient Object Detection via Bounding-box Supervision by Mengqi He et al
05-13-2022	A Vision Inspired Neural Network for Unsupervised Anomaly Detection in Unordered Data by Nassir Mohammad
05-12-2022	Improving Sequential Query Recommendation with Immediate User Feedback by Shameem A Puthiya Parambath et al
05-11-2022	What is Proxy Discrimination? by Michael Carl Tschantz
05-12-2022	KASAM: Spline Additive Models for Function Approximation by Heinrich van Deventer et al
05-13-2022	Emergent Bartering Behaviour in Multi-Agent Reinforcement Learning by Michael Bradley Johanson et al
05-12-2022	Communicative Subgraph Representation Learning for Multi-Relational Inductive Drug-Gene Interaction Prediction by Jiahua Rao et al
05-13-2022	Collaborative Drug Discovery: Inference-level Data Protection Perspective by Balazs Pejo et al
05-13-2022	DualCF: Efficient Model Extraction Attack from Counterfactual Explanations by Yongjie Wang et al
05-10-2022	A spatial-temporal short-term traffic flow prediction model based on dynamical-learning graph convolution mechanism by Zhijun Chen et al
05-13-2022	Provably Safe Reinforcement Learning: A Theoretical and Experimental Comparison by Hanna Krasowski et al
05-11-2022	Access Trends of In-network Cache for Scientific Data by Ruize Han et al
05-11-2022	Machine Learning to Support Triage of Children at Risk for Epileptic Seizures in the Pediatric Intensive Care Unit by Raphael Azriel et al
05-13-2022	Federated Learning Under Intermittent Client Availability and Time-Varying Communication Constraints by Monica Ribero et al
05-11-2022	Analysis of convolutional neural network image classifiers in a rotationally symmetric model by Michael Kohler et al
05-13-2022	A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and Opportunities by Yisheng Song et al
05-11-2022	Bridging Model-based Safety and Model-free Reinforcement Learning through System Identification of Low Dimensional Linear Models by Zhongyu Li et al
05-11-2022	Generation of non-stationary stochastic fields using Generative Adversarial Networks with limited training data by Alhasan Abdellatif et al
05-11-2022	Deep Architecture Connectivity Matters for Its Convergence: A Fine-Grained Analysis by Wuyang Chen et al
05-12-2022	Detailed Balanced Chemical Reaction Networks as Generalized Boltzmann Machines by William Poole et al
05-10-2022	Deep fusion of gray level co-occurrence matrices for lung nodule classification by Ahmed Saihood et al
05-11-2022	Learning Multitask Gaussian Bayesian Networks by Shuai Liu et al
05-11-2022	Characterizing the Action-Generalization Gap in Deep Q-Learning by Zhiyuan Zhou et al
05-10-2022	Deep Graph Clustering via Mutual Information Maximization and Mixture Model by Maedeh Ahmadi et al
05-13-2022	Modularity in NEAT Reinforcement Learning Networks by Humphrey Munn et al
05-13-2022	DRBM-ClustNet: A Deep Restricted Boltzmann-Kohonen Architecture for Data Clustering by J. Senthilnath et al
05-10-2022	Multifidelity data fusion in convolutional encoder/decoder networks by Lauren Partin et al
05-13-2022	Accelerometry-based classification of circulatory states during out-of-hospital cardiac arrest by Wolfgang J. Kern et al
05-13-2022	Uninorm-like parametric activation functions for human-understandable neural models by Orsolya Csiszár et al
05-13-2022	Exploring the structure-property relations of thin-walled, 2D extruded lattices using neural networks by Junyan He et al
05-13-2022	Learning Keypoints from Synthetic Data for Robotic Cloth Folding by Thomas Lips et al
05-11-2022	Theory and Implementation of Process and Temperature Scalable Shape-based CMOS Analog Circuits by Pratik Kumar et al
05-11-2022	Deep-Learned Generators of Porosity Distributions Produced During Metal Additive Manufacturing by Francis Ogoke et al
05-13-2022	Sharp Asymptotics of Kernel Ridge Regression Beyond the Linear Regime by Hong Hu et al
05-11-2022	On Distributed Adaptive Optimization with Gradient Compression by Xiaoyun Li et al
05-11-2022	Is calibration a fairness requirement? An argument from the point of view of moral philosophy and decision theory by Michele Loi et al
05-11-2022	Keep Your Friends Close and Your Counterfactuals Closer: Improved Learning From Closest Rather Than Plausible Counterfactual Explanations in an Abstract Setting by Ulrike Kuhl et al
05-10-2022	Self-Supervised Anomaly Detection: A Survey and Outlook by Hadi Hojjati et al
05-13-2022	Detecting Rumours with Latency Guarantees using Massive Streaming Data by Thanh Tam Nguyen et al
05-11-2022	CVTT: Cross-Validation Through Time by Sergey Kolesnikov et al
05-12-2022	Integrating User and Item Reviews in Deep Cooperative Neural Networks for Movie Recommendation by Aristeidis Karras et al
05-10-2022	Incident duration prediction using a bi-level machine learning framework with outlier removal and intra-extra joint optimisation by Artur Grigorev et al
05-10-2022	Robust Data-Driven Output Feedback Control via Bootstrapped Multiplicative Noise by Benjamin Gravell et al
05-10-2022	ConfLab: A Rich Multimodal Multisensor Dataset of Free-Standing Social Interactions In-the-Wild by Chirag Raman et al