2022.3.7 Learning papers

03-10-2022	Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time by Mitchell Wortsman et al
03-09-2022	Multi-Objective reward generalization: Improving performance of Deep Reinforcement Learning for selected applications in stock and cryptocurrency trading by Federico Cornalba et al
03-08-2022	Score matching enables causal discovery of nonlinear additive noise models by Paul Rolland et al
03-10-2022	projUNN: efficient method for training deep networks with unitary matrices by Bobak Kiani et al
03-11-2022	The Role of ImageNet Classes in Fr\echet Inception Distance by Tuomas Kynkäänniemi et al
03-10-2022	LoopITR: Combining Dual and Cross Encoder Architectures for Image-Text Retrieval by Jie Lei et al
03-10-2022	Fusion of Sentiment and Asset Price Predictions for Portfolio Optimization by Mufhumudzi Muthivhi et al
03-09-2022	Leveling Down in Computer Vision: Pareto Inefficiencies in Fair Deep Classifiers by Dominik Zietlow et al
03-10-2022	BEAT: A Large-Scale Semantic and Emotional Multi-Modal Dataset for Conversational Gestures Synthesis by Haiyang Liu et al
03-10-2022	Conditional Prompt Learning for Vision-Language Models by Kaiyang Zhou et al
03-09-2022	Temporal Difference Learning for Model Predictive Control by Nicklas Hansen et al
03-08-2022	Follow the Water: Finding Water, Snow and Clouds on Terrestrial Exoplanets with Photometry and Machine Learning by Dang Pham et al
03-09-2022	Internet-augmented language models through few-shot prompting for open-domain question answering by Angeliki Lazaridou et al
03-09-2022	Quantum neural networks force fields generation by Oriel Kiss et al
03-10-2022	Parsimonious Physics-Informed Random Projection Neural Networks for Initial-Value Problems of ODEs and index-1 DAEs by Gianluca Fabiani et al
03-10-2022	AIFB-WebScience at SemEval-2022 Task 12: Relation Extraction First -- Using Relation Extraction to Identify Entities by Nicholas Popovic et al
03-08-2022	Logic-based AI for Interpretable Board Game Winner Prediction with Tsetlin Machine by Charul Giri et al
03-10-2022	TextConvoNet:A Convolutional Neural Network based Architecture for Text Classification by Sanskar Soni et al
03-08-2022	A Machine Learning Approach to Digital Contact Tracing: TC4TL Challenge by Badrinath Singhal et al
03-11-2022	FLAG: Flow-based 3D Avatar Generation from Sparse Observations by Sadegh Aliakbarian et al
03-09-2022	Sentence-Select: Large-Scale Language Model Data Selection for Rare-Word Speech Recognition by W. Ronny Huang et al
03-08-2022	Occupancy Flow Fields for Motion Forecasting in Autonomous Driving by Reza Mahjourian et al
03-08-2022	Learning based Age of Information Minimization in UAV-relayed IoT Networks by Biplav Choudhury et al
03-10-2022	Semantic Norm Recognition and its application to Portuguese Law by Maria Duarte et al
03-10-2022	Asymptotic Bounds for Smoothness Parameter Estimates in Gaussian Process Regression by Toni Karvonen
03-08-2022	Boilerplate Detection via Semantic Classification of TextBlocks by Hao Zhang et al
03-11-2022	Masked Visual Pre-training for Motor Control by Tete Xiao et al
03-09-2022	Optimal Methods for Risk Averse Distributed Optimization by Gaunghui Lan et al
03-09-2022	SparseChem: Fast and accurate machine learning model for small molecules by Adam Arany et al
03-09-2022	Federated Minimax Optimization: Improved Convergence Analyses and Algorithms by Pranay Sharma et al
03-08-2022	Multi-Modal Mixup for Robust Fine-tuning by Junhyuk So et al
03-09-2022	Geometric Optimisation on Manifolds with Applications to Deep Learning by Mario Lezcano-Casado
03-09-2022	Deep Generative Models for Downlink Channel Estimation in FDD Massive MIMO Systems by Javad Mirzaei et al
03-08-2022	Dual Lottery Ticket Hypothesis by Yue Bai et al
03-08-2022	Locate This, Not That: Class-Conditioned Sound Event DOA Estimation by Olga Slizovskaia et al
03-09-2022	Automatic Language Identification for Celtic Texts by Olha Dovbnia et al
03-09-2022	Explainable Machine Learning for Predicting Homicide Clearance in the United States by Gian Maria Campedelli
03-10-2022	Assessing Phenotype Definitions for Algorithmic Fairness by Tony Y. Sun et al
03-09-2022	Pretrained Domain-Specific Language Model for General Information Retrieval Tasks in the AEC Domain by Zhe Zheng et al
03-11-2022	On the Difficulty of Epistemic Uncertainty Quantification in Machine Learning: The Case of Direct Uncertainty Estimation through Loss Minimisation by Viktor Bengs et al
03-09-2022	Librarian-in-the-Loop: A Natural Language Processing Paradigm for Detecting Informal Mentions of Research Data in Academic Literature by Lizhou Fan et al
03-10-2022	Blind Extraction of Equitable Partitions from Graph Signals by Michael Scholkemper et al
03-10-2022	Fully Adaptive Composition in Differential Privacy by Justin Whitehouse et al
03-08-2022	On Generalizing Beyond Domains in Cross-Domain Continual Learning by Christian Simon et al
03-08-2022	A Sharp Characterization of Linear Estimators for Offline Policy Evaluation by Juan C. Perdomo et al
03-08-2022	Motron: Multimodal Probabilistic Human Motion Forecasting by Tim Salzmann et al
03-09-2022	Learning from Physical Human Feedback: An Object-Centric One-Shot Adaptation Method by Alvin Shek et al
03-09-2022	A Brain-Inspired Low-Dimensional Computing Classifier for Inference on Tiny Devices by Shijin Duan et al
03-11-2022	Near-optimal Offline Reinforcement Learning with Linear Representation: Leveraging Variance Information with Pessimism by Ming Yin et al
03-09-2022	Deep learning-based reconstruction of highly accelerated 3D MRI by Sangtae Ahn et al
03-09-2022	Efficient Sub-structured Knowledge Distillation by Wenye Lin et al
03-11-2022	A Machine Learning Approach for Prosumer Management in Intraday Electricity Markets by Saeed Mohammadi et al
03-10-2022	Near-optimal Deep Reinforcement Learning Policies from Data for Zone Temperature Control by Loris Di Natale et al
03-09-2022	Regularized Deep Signed Distance Fields for Reactive Motion Generation by Puze Liu et al
03-08-2022	Sparsification and Filtering for Spatial-temporal GNN in Multivariate Time-series by Yuanrong Wang et al
03-10-2022	API: Boosting Multi-Agent Reinforcement Learning via Agent-Permutation-Invariant Networks by Xiaotian Hao et al
03-10-2022	Machine Learning Based Multimodal Neuroimaging Genomics Dementia Score for Predicting Future Conversion to Alzheimers Disease by Ghazal Mirabnahrazam et al
03-10-2022	Synopses of Movie Narratives: a Video-Language Dataset for Story Understanding by Yidan Sun et al
03-08-2022	AdaptOOr: Objective-Centric Adaptation Framework for Language Models by Michal Štefánik et al
03-09-2022	Power-of-Two Quantization for Low Bitwidth and Hardware Compliant Neural Networks by Dominika Przewlocka-Rus et al
03-08-2022	Learning Bidirectional Translation between Descriptions and Actions with Small Paired Data by Minori Toyoda et al
03-08-2022	Breast cancer detection using artificial intelligence techniques: A systematic literature review by Ali Bou Nassif et al
03-10-2022	A Review of Open Source Software Tools for Time Series Analysis by Yunus Parvej Faniband et al
03-09-2022	SAGE: Generating Symbolic Goals for Myopic Models in Deep Reinforcement Learning by Andrew Chester et al
03-09-2022	The Transitive Information Theory and its Application to Deep Generative Models by Trung Ngo et al
03-10-2022	Lifelong Adaptive Machine Learning for Sensor-based Human Activity Recognition Using Prototypical Networks by Rebecca Adaimi et al
03-10-2022	Learning-based Localizability Estimation for Robust LiDAR Localization by Julian Nubert et al
03-11-2022	A comparative study of non-deep learning, deep learning, and ensemble learning methods for sunspot number prediction by Yuchen Dang et al
03-09-2022	Metric Entropy Duality and the Sample Complexity of Outcome Indistinguishability by Lunjia Hu et al
03-10-2022	Deep Regression Ensembles by Antoine Didisheim et al
03-09-2022	What Matters For Meta-Learning Vision Regression Tasks? by Ning Gao et al
03-11-2022	Flexible Amortized Variational Inference in qBOLD MRI by Ivor J. A. Simpson et al
03-08-2022	Estimating the average causal effect of intervention in continuous variables using machine learning by Yoshiaki Kitazawa
03-08-2022	End-to-end Multiple Instance Learning with Gradient Accumulation by Axel Andersson et al
03-09-2022	Anti-Oversmoothing in Deep Vision Transformers via the Fourier Domain Analysis: From Theory to Practice by Peihao Wang et al
03-09-2022	IAE-Net: Integral Autoencoders for Discretization-Invariant Learning by Yong Zheng Ong et al
03-08-2022	Robustly-reliable learners under poisoning attacks by Maria-Florina Balcan et al
03-09-2022	Data-driven detector signal characterization with constrained bottleneck autoencoders by César Jesús-Valls et al
03-11-2022	Multi-modal Graph Learning for Disease Prediction by Shuai Zheng et al
03-08-2022	Selective-Supervised Contrastive Learning with Noisy Labels by Shikun Li et al
03-08-2022	Trustable Co-label Learning from Multiple Noisy Annotators by Shikun Li et al
03-08-2022	Reproducible Subjective Evaluation by Max Morrison et al
03-09-2022	The Cross-evaluation of Machine Learning-based Network Intrusion Detection Systems by Giovanni Apruzzese et al
03-10-2022	Back to Reality: Weakly-supervised 3D Object Detection with Shape-guided Label Enhancement by Xiuwei Xu et al
03-08-2022	VoViT: Low Latency Graph-based Audio-Visual Voice Separation Transformer by Juan F. Montesinos et al
03-08-2022	Robot Learning of Mobile Manipulation with Reachability Behavior Priors by Snehal Jauhri et al
03-09-2022	CEU-Net: Ensemble Semantic Segmentation of Hyperspectral Images Using Clustering by Nicholas Soucy et al
03-08-2022	LSTMSPLIT: Effective SPLIT Learning based LSTM on Sequential Time-Series Data by Lianlian Jiang et al
03-08-2022	A Preliminary Study on Aging Examining Online Handwriting by Marcos Faundez-Zanuy et al
03-11-2022	Graph Neural Networks for Relational Inductive Bias in Vision-based Deep Reinforcement Learning of Robot Control by Marco Oliva et al
03-11-2022	WLASL-LEX: a Dataset for Recognising Phonological Properties in American Sign Language by Federico Tavella et al
03-08-2022	Plumeria at SemEval-2022 Task 6: Robust Approaches for Sarcasm Detection for English and Arabic Using Transformers and Data Augmentation by Shubham Kumar Nigam et al
03-11-2022	Sparse Subspace Clustering for Concept Discovery (SSCCD) by Johanna Vielhaben et al
03-10-2022	Towards Less Constrained Macro-Neural Architecture Search by Vasco Lopes et al
03-10-2022	Clustering Label Inference Attack against Practical Split Learning by Junlin Liu et al
03-08-2022	Sharing Generative Models Instead of Private Data: A Simulation Study on Mammography Patch Classification by Zuzanna Szafranowska et al
03-09-2022	Autoregressive based Drift Detection Method by Mansour Zoubeirou A Mayaki et al
03-10-2022	Differentially Private Learning Needs Hidden State (Or Much Faster Convergence) by Jiayuan Ye et al
03-11-2022	Are discrete units necessary for Spoken Language Modeling? by Tu Anh Nguyen et al
03-10-2022	TiSAT: Time Series Anomaly Transformer by Keval Doshi et al
03-08-2022	Semi-Random Sparse Recovery in Nearly-Linear Time by Jonathan A. Kelner et al
03-09-2022	Monitoring Time Series With Missing Values: a Deep Probabilistic Approach by Oshri Barazani et al
03-09-2022	Improving Neural ODEs via Knowledge Distillation by Haoyu Chu et al
03-09-2022	Correlated quantization for distributed mean estimation and optimization by Ananda Theertha Suresh et al
03-08-2022	Variational Inference with Locally Enhanced Bounds for Hierarchical Models by Tomas Geffner et al
03-08-2022	The Flag Median and FlagIRLS by Nathan Mankovich et al
03-11-2022	More Than a Toy: Random Matrix Models Predict How Real-World Neural Representations Generalize by Alexander Wei et al
03-10-2022	Prediction-Guided Distillation for Dense Object Detection by Chenhongyi Yang et al
03-08-2022	DeltaCNN: End-to-End CNN Inference of Sparse Frame Differences in Videos by Mathias Parger et al
03-09-2022	Align-Deform-Subtract: An Interventional Framework for Explaining Object Differences by Cian Eastwood et al
03-09-2022	A Tree-Structured Multi-Task Model Recommender by Lijun Zhang et al
03-11-2022	Block-Sparse Adversarial Attack to Fool Transformer-Based Text Classifiers by Sahar Sadrizadeh et al
03-11-2022	Exploiting Low-Rank Tensor-Train Deep Neural Networks Based on Riemannian Gradient Descent With Illustrations of Speech Processing by Jun Qi et al
03-10-2022	Deep Binary Reinforcement Learning for Scalable Verification by Christopher Lazarus et al
03-10-2022	Bias-variance decomposition of overparameterized regression with random linear features by Jason W. Rocks et al
03-08-2022	Robust Multi-Task Learning and Online Refinement for Spacecraft Pose Estimation across Domain Gap by Tae Ha Park et al
03-08-2022	Noisy Low-rank Matrix Optimization: Geometry of Local Minima and Convergence Rate by Ziye Ma et al
03-09-2022	Action-Constrained Reinforcement Learning for Frame-Level Bit Allocation in HEVC/H.265 through Frank-Wolfe Policy Optimization by Yung-Han Ho et al
03-08-2022	Contextual Networks and Unsupervised Ranking of Sentences by Hao Zhang et al
03-09-2022	Robust Federated Learning Against Adversarial Attacks for Speech Emotion Recognition by Yi Chang et al
03-10-2022	NELA-GT-2021: A Large Multi-Labelled News Dataset for The Study of Misinformation in News Articles by Maurício Gruppi et al
03-11-2022	Detection of multiple retinal diseases in ultra-widefield fundus images using deep learning: data-driven identification of relevant regions by Justin Engelmann et al
03-11-2022	Acoustic To Articulatory Speech Inversion Using Multi-Resolution Spectro-Temporal Representations Of Speech Signals by Rahil Parikh et al
03-08-2022	A Gating Model for Bias Calibration in Generalized Zero-shot Learning by Gukyeong Kwon et al
03-09-2022	Manifold Modeling in Quotient Space: Learning An Invariant Mapping with Decodability of Image Patches by Tatsuya Yokota et al
03-10-2022	Learning Distinctive Margin toward Active Domain Adaptation by Ming Xie et al
03-08-2022	Data augmentation with mixtures of max-entropy transformations for filling-level classification by Apostolos Modas et al
03-08-2022	Leveraging Initial Hints for Free in Stochastic Linear Bandits by Ashok Cutkosky et al
03-11-2022	Federated Remote Physiological Measurement with Imperfect Data by Xin Liu et al
03-08-2022	Multi-Agent Broad Reinforcement Learning for Intelligent Traffic Light Control by Ruijie Zhu et al
03-08-2022	MICDIR: Multi-scale Inverse-consistent Deformable Image Registration using UNetMSS with Self-Constructing Graph Latent by Soumick Chatterjee et al
03-09-2022	A Neuro-vector-symbolic Architecture for Solving Ravens Progressive Matrices by Michael Hersche et al
03-09-2022	Addressing Bias in Visualization Recommenders by Identifying Trends in Training Data: Improving VizML Through a Statistical Analysis of the Plotly Community Feed by Allen Tu et al
03-08-2022	Quantifying Privacy Risks of Masked Language Models Using Membership Inference Attacks by Fatemehsadat Mireshghallah et al
03-09-2022	SkinningNet: Two-Stream Graph Convolutional Neural Network for Skinning Prediction of Synthetic Characters by Albert Mosella-Montoro et al
03-09-2022	DISCO: Comprehensive and Explainable Disinformation Detection by Dongqi Fu et al
03-08-2022	Contrastive Conditional Neural Processes by Zesheng Ye et al
03-09-2022	Efficient Image Representation Learning with Federated Sampled Softmax by Sagar M. Waghmare et al
03-08-2022	TTML: tensor trains for general supervised machine learning by Bart Vandereycken et al
03-08-2022	Few-Shot Traffic Prediction with Graph Networks using Locale as Relational Inductive Biases by Mingxi Li et al
03-10-2022	On Embeddings for Numerical Features in Tabular Deep Learning by Yura Gorishniy et al
03-11-2022	Embedding Earth: Self-supervised contrastive pre-training for dense land cover classification by Michail Tarasiou et al
03-08-2022	COLA: Consistent Learning with Opponent-Learning Awareness by Timon Willi et al
03-09-2022	Dimensionality Reduction and Prioritized Exploration for Policy Search by Marius Memmel et al
03-09-2022	Attention-effective multiple instance learning on weakly stem cell colony segmentation by Novanto Yudistira et al
03-09-2022	Anomaly Detection for Unmanned Aerial Vehicle Sensor Data Using a Stacked Recurrent Autoencoder Method with Dynamic Thresholding by Victoria Bell1 et al
03-11-2022	PathSAGE: Spatial Graph Attention Neural Networks With Random Path Sampling by Junhua Ma et al
03-08-2022	Graph-based Reinforcement Learning meets Mixed Integer Programs: An application to 3D robot assembly discovery by Niklas Funk et al

03-11-2022	FedSyn: Synthetic Data Generation using Federated Learning by Monik Raj Behera et al
03-08-2022	Online Weak-form Sparse Identification of Partial Differential Equations by Daniel A. Messenger et al
03-11-2022	Protein Structure Representation Learning by Geometric Pretraining by Zuobai Zhang et al
03-08-2022	CIDER: Exploiting Hyperspherical Embeddings for Out-of-Distribution Detection by Yifei Ming et al
03-08-2022	Policy-Based Bayesian Experimental Design for Non-Differentiable Implicit Models by Vincent Lim et al
03-11-2022	Integrating Dependency Tree Into Self-attention for Sentence Representation by Junhua Ma et al
03-09-2022	Reverse Engineering ℓpℓp attacks: A block-sparse optimization approach with recovery guarantees by Darshan Thaker et al
03-08-2022	The Combinatorial Brain Surgeon: Pruning Weights That Cancel One Another in Neural Networks by Xin Yu et al
03-10-2022	Deep Learning-Based Perceptual Stimulus Encoder for Bionic Vision by Lucas Relic et al
03-10-2022	Context is Everything: Implicit Identification for Dynamics Adaptation by Ben Evans et al
03-11-2022	Enhancing Adversarial Training with Second-Order Statistics of Weights by Gaojie Jin et al
03-08-2022	An Analysis of Measure-Valued Derivatives for Policy Gradients by Joao Carvalho et al
03-08-2022	Machine Learning in NextG Networks via Generative Adversarial Networks by Ender Ayanoglu et al
03-11-2022	Generalized Bandit Regret Minimizer Framework in Imperfect Information Extensive-Form Game by Linjian Meng et al
03-11-2022	Multi-sensor large-scale dataset for multi-view 3D reconstruction by Oleg Voynov et al
03-11-2022	Overcoming Temptation: Incentive Design For Intertemporal Choice by Shruthi Sukumar et al
03-11-2022	Active Evaluation: Efficient NLG Evaluation with Few Pairwise Comparisons by Akash Kumar Mohankumar et al
03-08-2022	Neural Contextual Bandits via Reward-Biased Maximum Likelihood Estimation by Yu-Heng Hung et al
03-10-2022	An Empirical Study of Low Precision Quantization for TinyML by Shaojie Zhuo et al
03-10-2022	Geometric and Topological Inference for Deep Representations of Complex Networks by Baihan Lin
03-09-2022	Multi-Task Adversarial Learning for Treatment Effect Estimation in Basket Trials by Zhixuan Chu et al
03-09-2022	Collusion Detection in Team-Based Multiplayer Games by Laura Greige et al
03-08-2022	Digital Speech Algorithms for Speaker De-Identification by Stefano Marinozzi et al
03-08-2022	PyNET-QxQ: A Distilled PyNET for QxQ Bayer Pattern Demosaicing in CMOS Image Sensor by Minhyeok Cho et al
03-09-2022	Machine Learning based Optimal Feedback Control for Microgrid Stabilization by Tianwei Xia et al
03-08-2022	UENAS: A Unified Evolution-based NAS Framework by Zimian Wei et al
03-11-2022	LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieval by Canwen Xu et al
03-11-2022	Multiple Inputs Neural Networks for Medicare fraud Detection by Mansour Zoubeirou A Mayaki et al
03-11-2022	Symmetry Group Equivariant Architectures for Physics by Alexander Bogatskiy et al
03-09-2022	Unsupervised Domain Adaptation across FMCW Radar Configurations Using Margin Disparity Discrepancy by Rodrigo Hernangomez et al
03-10-2022	Robustness Analysis of Classification Using Recurrent Neural Networks with Perturbed Sequential Input by Guangyi Liu et al
03-08-2022	R\enyi State Entropy for Exploration Acceleration in Reinforcement Learning by Mingqi Yuan et al
03-08-2022	Variational methods for simulation-based inference by Manuel Glöckler et al
03-11-2022	Personalized Execution Time Optimization for the Scheduled Jobs by Yang Liu et al
03-11-2022	Universally Consistent Online Learning with Arbitrarily Dependent Responses by Steve Hanneke
03-11-2022	Econometric Modeling of Intraday Electricity Market Price with Inadequate Historical Data by Saeed Mohammadi et al
03-08-2022	CaSS: A Channel-aware Self-supervised Representation Learning Framework for Multivariate Time Series Classification by Yijiang Chen et al
03-09-2022	Why Interpretable Causal Inference is Important for High-Stakes Decision Making for Critically Ill Patients and How To Do It by Harsh Parikh et al
03-08-2022	Regularized Training of Intermediate Layers for Generative Models for Inverse Problems by Sean Gunn et al
03-09-2022	The Severity Prediction of The Binary And Multi-Class Cardiovascular Disease -- A Machine Learning-Based Fusion Approach by Hafsa Binte Kibria et al
03-10-2022	SoftSNN: Low-Cost Fault Tolerance for Spiking Neural Network Accelerators under Soft Errors by Rachmad Vidya Wicaksana Putra et al
03-09-2022	Benchmarking Graphormer on Large-Scale Molecular Modeling Datasets by Yu Shi et al
03-09-2022	Representation, learning, and planning algorithms for geometric task and motion planning by Beomjoon Kim et al
03-09-2022	Universal Regression with Adversarial Responses by Moïse Blanchard et al
03-10-2022	An Efficient Video Streaming Architecture with QoS Control for Virtual Desktop Infrastructure in Cloud Computing by Huu-Quoc Nguyen et al
03-09-2022	Speaker Identification Experiments Under Gender De-Identification by Marcos Faundez-Zanuy et al
03-09-2022	Language Model-driven Negative Sampling by Mirza Mohtashim Alam et al
03-08-2022	Model-free feature selection to facilitate automatic discovery of divergent subgroups in tabular data by Girmaw Abebe Tadesse et al
03-08-2022	Survival Prediction of Brain Cancer with Incomplete Radiology, Pathology, Genomics, and Demographic Data by Can Cui et al
03-08-2022	Second-life Lithium-ion batteries: A chemistry-agnostic and scalable health estimation algorithm by Aki Takahashi et al
03-09-2022	On a linear fused Gromov-Wasserstein distance for graph structured data by Dai Hai Nguyen et al
03-10-2022	Policy Architectures for Compositional Generalization in Control by Allan Zhou et al
03-09-2022	PACTran: PAC-Bayesian Metrics for Estimating the Transferability of Pretrained Models to Classification Tasks by Nan Ding et al
03-09-2022	HAIDA: Biometric technological therapy tools for neurorehabilitation of Cognitive Impairment by Elsa Fernandez et al
03-11-2022	Cross-Layer Approximation For Printed Machine Learning Circuits by Giorgos Armeniakos et al
03-11-2022	Dual reparametrized Variational Generative Model for Time-Series Forecasting by Ziang Chen
03-09-2022	Evaluating Proposed Fairness Models for Face Recognition Algorithms by John J. Howard et al
03-08-2022	Structure and Distribution Metric for Quantifying the Quality of Uncertainty: Assessing Gaussian Processes, Deep Neural Nets, and Deep Neural Operators for Regression by Ethan Pickering et al
03-10-2022	CoCo-FL: Communication- and Computation-Aware Federated Learning via Partial NN Freezing and Quantization by Kilian Pfeiffer et al
03-09-2022	FragmGAN: Generative Adversarial Nets for Fragmentary Data Imputation and Prediction by Fang Fang et al
03-08-2022	Obstacle Aware Sampling for Path Planning by Murad Tukan et al
03-11-2022	MLRM: A Multiple Linear Regression based Model for Average Temperature Prediction of A Day by Ishu Gupta et al
03-11-2022	GATSPI: GPU Accelerated Gate-Level Simulation for Power Improvement by Yanqing Zhang et al
03-09-2022	Detecting and Diagnosing Terrestrial Gravitational-Wave Mimics Through Feature Learning by Robert E. Colgan et al
03-08-2022	AdaPT: Fast Emulation of Approximate DNN Accelerators in PyTorch by Dimitrios Danopoulos et al
03-08-2022	Nonlinear Isometric Manifold Learning for Injective Normalizing Flows by Eike Cramer et al
03-08-2022	Enhancing Mechanical Metamodels with a Generative Model-Based Augmented Training Dataset by Hiba Kobeissi et al
03-09-2022	Binary Classification Under ℓ0ℓ0 Attacks for General Noise Distribution by Payam Delgosha et al
03-08-2022	Pruning Graph Convolutional Networks to select meaningful graph frequencies for fMRI decoding by Yassine El Ouahidi et al
03-10-2022	Exploiting the Potential of Datasets: A Data-Centric Approach for Model Robustness by Yiqi Zhong et al
03-11-2022	Reinforcement Learning for Linear Quadratic Control is Vulnerable Under Cost Manipulation by Yunhan Huang et al
03-11-2022	Identifiability of Causal-based Fairness Notions: A State of the Art by Karima Makhlouf et al
03-08-2022	Beam Search for Feature Selection by Nicolas Fraiman et al
03-11-2022	Graph Summarization with Graph Neural Networks by Maximilian Blasi et al
03-10-2022	Conditional Synthetic Data Generation for Personal Thermal Comfort Models by Hari Prasanna Das et al
03-08-2022	A Compilation Flow for the Generation of CNN Inference Accelerators on FPGAs by Seung-Hun Chung et al
03-08-2022	Cluster Head Detection for Hierarchical UAV Swarm With Graph Self-supervised Learning by Zhiyu Mou et al
03-10-2022	Self Pre-training with Masked Autoencoders for Medical Image Analysis by Lei Zhou et al
03-09-2022	Resource-Efficient Invariant Networks: Exponential Gains by Unrolled Optimization by Sam Buchanan et al
03-10-2022	Forecasting the abnormal events at well drilling with machine learning by Ekaterina Gurina et al
03-10-2022	Leveraging Labeling Representations in Uncertainty-based Semi-supervised Segmentation by Sukesh Adiga et al
03-11-2022	No free lunch theorem for security and utility in federated learning by Xiaojin Zhang et al
03-11-2022	Averaging Spatio-temporal Signals using Optimal Transport and Soft Alignments by Hicham Janati et al
03-11-2022	Reprogramming FairGANs with Variational Auto-Encoders: A New Transfer Learning Model by Beatrice Nobile et al
03-11-2022	ZIN: When and How to Learn Invariance by Environment Inference? by Yong Lin et al
03-09-2022	MLNav: Learning to Safely Navigate on Martian Terrains by Shreyansh Daftry et al
03-09-2022	All You Need is LUV: Unsupervised Collection of Labeled Images using Invisible UV Fluorescent Indicators by Brijen Thananjeyan et al
03-10-2022	A Contribution-based Device Selection Scheme in Federated Learning by Shashi Raj Pandey et al
03-08-2022	Bayesian Optimisation-Assisted Neural Network Training Technique for Radio Localisation by Xingchi Liu et al
03-09-2022	Artificial Intelligence Solution for Effective Treatment Planning for Glioblastoma Patients by Vikram Goddla
03-08-2022	On generative models as the basis for digital twins by G. Tsialiamanis et al
03-09-2022	Renyi Fair Information Bottleneck for Image Classification by Adam Gronowski et al
03-08-2022	Graph Reinforcement Learning for Predictive Power Allocation to Mobile Users by Jianyu Zhao et al
03-11-2022	Wireless Quantized Federated Learning: A Joint Computation and Communication Design by Pavlos S. Bouzinis et al
03-09-2022	Model-Architecture Co-Design for High Performance Temporal GNN Inference on FPGA by Hongkuan Zhou et al
03-09-2022	Data-Efficient Structured Pruning via Submodular Optimization by Marwa El Halabi et al
03-11-2022	Research on Parallel SVM Algorithm Based on Cascade SVM by Yi Cheng et al
03-09-2022	Investigation of Factorized Optical Flows as Mid-Level Representations by Hsuan-Kung Yang et al
03-08-2022	Leveraging Smooth Attention Prior for Multi-Agent Trajectory Prediction by Zhangjie Cao et al
03-08-2022	Harmonicity Plays a Critical Role in DNN Based Versus in Biologically-Inspired Monaural Speech Segregation Systems by Rahil Parikh et al
03-08-2022	A Novel Deep Learning Model for Hotel Demand and Revenue Prediction amid COVID-19 by Ashkan Farhangi et al
03-10-2022	Bayesian inference via sparse Hamiltonian flows by Naitong Chen et al
03-08-2022	High-order Order Proximity-Incorporated, Symmetry and Graph-Regularized Nonnegative Matrix Factorization for Community Detection by Zhigang Liu et al
03-09-2022	Reinforced Meta Active Learning by Michael Katz et al
03-08-2022	Structural Learning of Simple Staged Trees by Manuele Leonelli et al
03-10-2022	A Linearithmic Time Locally Optimal Algorithm for the Multiway Number Partition Optimization by Kaan Gokcesu et al
03-08-2022	Downstream Fairness Caveats with Synthetic Healthcare Data by Karan Bhanot et al
03-09-2022	Transfer Learning as an Essential Tool for Digital Twins in Renewable Energy Systems by Chandana Priya Nivarthi
03-08-2022	Revealing the Excitation Causality between Climate and Political Violence via a Neural Forward-Intensity Poisson Process by Schyler C. Sun et al
03-08-2022	ReVar: Strengthening Policy Evaluation via Reduced Variance Sampling by Subhojyoti Mukherjee et al
03-09-2022	Transition to Linearity of Wide Neural Networks is an Emerging Property of Assembling Weak Models by Chaoyue Liu et al
03-08-2022	Multi-Agent Active Search using Detection and Location Uncertainty by Arundhati Banerjee et al
03-09-2022	MetaCon: Unified Predictive Segments System with Trillion Concept Meta-Learning by Keqian Li et al
03-11-2022	Hybrid Artifact Detection System for Minute Resolution Blood Pressure Signals from ICU by Hollan Haule et al
03-10-2022	DNN Training Acceleration via Exploring GPGPU Friendly Sparsity by Zhuoran Song et al
03-08-2022	Multi-Agent Policy Transfer via Task Relationship Modeling by Rongjun Qin et al
03-09-2022	Online User Profiling to Detect Social Bots on Twitter by Maryam Heidari et al
03-08-2022	New Coresets for Projective Clustering and Applications by Murad Tukan et al
03-10-2022	neos: End-to-End-Optimised Summary Statistics for High Energy Physics by Nathan Simpson et al
03-09-2022	Connecting sufficient conditions for domain adaptation: source-guided uncertainty, relaxed divergences and discrepancy localization by Sofien Dhouib et al
03-09-2022	On the influence of over-parameterization in manifold based surrogates and deep neural operators by Katiana Kontolati et al
03-10-2022	Koopman Methods for Estimation of Animal Motions over Unknown, Regularly Embedded Submanifolds by Nathan Powell et al
03-08-2022	The Long Arc of Fairness: Formalisations and Ethical Discourse by Pola Schwöbel et al
03-09-2022	Learning to control from expert demonstrations by Alimzhan Sultangazin et al
03-10-2022	Label-efficient Hybrid-supervised Learning for Medical Image Segmentation by Junwen Pan et al
03-08-2022	Structural & Granger CAUSALITY for IoT Digital Twin by PG Madhavan
03-10-2022	Multi-Channel Convolutional Analysis Operator Learning for Dual-Energy CT Reconstruction by Alessandro Perelli et al
03-10-2022	Random Ensemble Reinforcement Learning for Traffic Signal Control by Ruijie Qi et al
03-10-2022	BASIL: Balanced Active Semi-supervised Learning for Class Imbalanced Datasets by Suraj Kothawade et al
03-10-2022	Climate Change & Computer Audition: A Call to Action and Overview on Audio Intelligence to Help Save the Planet by Björn W. Schuller et al
03-09-2022	SUPERNOVA: Automating Test Selection and Defect Prevention in AAA Video Games Using Risk Based Testing and Machine Learning by Alexander Senchenko et al