2022.4.18 Learning papers

04-12-2022	What Language Model Architecture and Pretraining Objective Work Best for Zero-Shot Generalization? by Thomas Wang et al
04-14-2022	Program Analysis of Probabilistic Programs by Maria I. Gorinova
04-12-2022	Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback by Yuntao Bai et al
04-14-2022	Reinforcement Learning Policy Recommendation for Interbank Network Stability by Alessio Brini et al
04-14-2022	Neighborhood Attention Transformer by Ali Hassani et al
04-13-2022	Scalable Training of Language Models using JAX pjit and TPUv4 by Joanna Yoo et al
04-14-2022	Masked Siamese Networks for Label-Efficient Learning by Mahmoud Assran et al
04-14-2022	Sim-to-Real 6D Object Pose Estimation via Iterative Self-training for Robotic Bin-picking by Kai Chen et al
04-14-2022	Any-resolution Training for High-resolution Image Synthesis by Lucy Chai et al
04-13-2022	FactGraph: Evaluating Factuality in Summarization with Semantic Graph Representations by Leonardo F. R. Ribeiro et al
04-15-2022	A Machine Learning Tutorial for Operational Meteorology, Part I: Traditional Machine Learning by Randy J. Chase et al
04-13-2022	DL4SciVis: A State-of-the-Art Survey on Deep Learning for Scientific Visualization by Chaoli Wang et al
04-12-2022	PyDTS: A Python Package for Discrete Time Survival Analysis with Competing Risks by Tomer Meir et al
04-14-2022	Shedding New Light on the Language of the Dark Web by Youngjin Jin et al
04-13-2022	METRO: Efficient Denoising Pretraining of Large Scale Autoencoding Language Models with Model Generated Signals by Payal Bajaj et al
04-14-2022	Exploring Dual Encoder Architectures for Question Answering by Zhe Dong et al
04-13-2022	Automatic Multi-Label Prompting: Simple and Interpretable Few-Shot Classification by Han Wang et al
04-14-2022	Scalable and Robust Self-Learning for Skill Routing in Large-Scale Conversational AI Systems by Mohammad Kachuee et al
04-14-2022	Improving Top-K Decoding for Non-Autoregressive Semantic Parsing via Intent Conditioning by Geunseob Oh et al
04-12-2022	NumGLUE: A Suite of Fundamental yet Challenging Mathematical Reasoning Tasks by Swaroop Mishra et al
04-14-2022	Accelerated Policy Learning with Parallel Differentiable Simulation by Jie Xu et al
04-12-2022	InCoder: A Generative Model for Code Infilling and Synthesis by Daniel Fried et al
04-13-2022	Formal Language Recognition by Hard Attention Transformers: Perspectives from Circuit Complexity by Yiding Hao et al
04-14-2022	Efficient and practical quantum compiler towards multi-qubit systems with deep reinforcement learning by Qiuhao Chen et al
04-14-2022	Streamable Neural Audio Synthesis With Non-Causal Convolutions by Antoine Caillon et al
04-13-2022	Experimental Standards for Deep Learning Research: A Natural Language Processing Perspective by Dennis Ulmer et al
04-14-2022	CLUES: A Benchmark for Learning Classifiers using Natural Language Explanations by Rakesh R Menon et al
04-14-2022	Latent Aspect Detection from Online Unsolicited Customer Reviews by Mohammad Forouhesh et al
04-13-2022	Wassmap: Wasserstein Isometric Mapping for Image Manifold Learning by Keaton Hamm et al
04-12-2022	Deep Annotation of Therapeutic Working Alliance in Psychotherapy by Baihan Lin et al
04-12-2022	Stylized Knowledge-Grounded Dialogue Generation via Disentangled Template Rewriting by Qingfeng Sun et al
04-12-2022	Near-Optimal Distributed Linear-Quadratic Regulator for Networked Systems by Sungho Shin et al
04-14-2022	A Level Set Theory for Neural Implicit Evolution under Explicit Flows by Ishit Mehta et al
04-13-2022	Deep Learning-based Framework for Automatic Cranial Defect Reconstruction and Implant Modeling by Marek Wodzinski et al
04-13-2022	CAMERO: Consistency Regularized Ensemble of Perturbed Language Models with Weight Sharing by Chen Liang et al
04-12-2022	VisCUIT: Visual Auditor for Bias in CNN Image Classifier by Seongmin Lee et al
04-15-2022	Deep Learning-based List Sphere Decoding for Faster-than-Nyquist (FTN) Signaling Detection by Sina Abbasi et al
04-12-2022	A quantum generative model for multi-dimensional time series using Hamiltonian learning by Haim Horowitz et al
04-14-2022	Geometric Deep Learning to Identify the Critical 3D Structural Features of the Optic Nerve Head for Glaucoma Diagnosis by Fabian A. Braeu et al
04-12-2022	A Comparative Study of Faithfulness Metrics for Model Interpretability Methods by Chun Sik Chan et al
04-15-2022	Statistical-Computational Trade-offs in Tensor PCA and Related Problems via Communication Complexity by Rishabh Dudeja et al
04-12-2022	An Algebraically Converging Stochastic Gradient Descent Algorithm for Global Optimization by Björn Engquist et al
04-12-2022	Dynamic Dialogue Policy Transformer for Continual Reinforcement Learning by Christian Geishauser et al
04-13-2022	Generalization Error Bounds for Multiclass Sparse Linear Classifiers by Tomer Levy et al
04-12-2022	Generative Negative Replay for Continual Learning by Gabriele Graffieti et al
04-14-2022	Learning and controlling the source-filter representation of speech with a variational autoencoder by Samir Sadok et al
04-14-2022	Interpretability of Machine Learning Methods Applied to Neuroimaging by Elina Thibeau-Sutre et al
04-13-2022	A Unified Cascaded Encoder ASR Model for Dynamic Model Sizes by Shaojin Ding et al
04-14-2022	From Environmental Sound Representation to Robustness of 2D CNN Models Against Adversarial Attacks by Mohammad Esmaeilpour et al
04-12-2022	X-DETR: A Versatile Architecture for Instance-wise Vision-Language Tasks by Zhaowei Cai et al
04-14-2022	Structural Analysis of Branch-and-Cut and the Learnability of Gomory Mixed Integer Cuts by Maria-Florina Balcan et al
04-12-2022	MuCoT: Multilingual Contrastive Training for Question-Answering in Low-resource Languages by Gokul Karthik Kumar et al
04-12-2022	Solving Price Per Unit Problem Around the World: Formulating Fact Extraction as Question Answering by Tarik Arici et al
04-14-2022	Gradient boosting for convex cone predict and optimize problems by Andrew Butler et al
04-15-2022	CryoRL: Reinforcement Learning Enables Efficient Cryo-EM Data Collection by Quanfu Fan et al
04-13-2022	Active Diffusion and VCA-Assisted Image Segmentation of Hyperspectral Images by Sam L. Polk et al
04-12-2022	Convolutional recurrent autoencoder network for learning underwater ocean acoustics by Wrik Mallik et al
04-12-2022	Back to the Roots: Reconstructing Large and Complex Cranial Defects using an Image-based Statistical Shape Model by Jianning Li et al
04-14-2022	Medical Application of Geometric Deep Learning for the Diagnosis of Glaucoma by Alexandre H. Thiery et al
04-14-2022	Global Counterfactual Explanations: Investigations, Implementations and Improvements by Dan Ley et al
04-14-2022	Learning Invariances with Generalised Input-Convex Neural Networks by Vitali Nesterov et al
04-14-2022	EEG-ITNet: An Explainable Inception Temporal Convolutional Network for Motor Imagery Classification by Abbas Salami et al
04-12-2022	Local and global topological complexity measures OF ReLU neural network functions by J. Elisenda Grigsby et al
04-12-2022	Examining the Proximity of Adversarial Examples to Class Manifolds in Deep Networks by Štefan Pócoš et al
04-14-2022	Planting Undetectable Backdoors in Machine Learning Models by Shafi Goldwasser et al
04-13-2022	Second Order Regret Bounds Against Generalized Expert Sequences under Partial Bandit Feedback by Kaan Gokcesu et al
04-14-2022	Finding MNEMON: Reviving Memories of Node Embeddings by Yun Shen et al
04-14-2022	Causal Transformer for Estimating Counterfactual Outcomes by Valentyn Melnychuk et al
04-15-2022	Super Resolution for Turbulent Flows in 2D: Stabilized Physics Informed Neural Networks by Mykhaylo Zayats et al
04-12-2022	Multi-View Breast Cancer Classification via Hypercomplex Neural Networks by Eleonora Lopez et al
04-13-2022	Coverage and Capacity Optimization in STAR-RISs Assisted Networks: A Machine Learning Approach by Xinyu Gao et al
04-12-2022	Continual Predictive Learning from Videos by Geng Chen et al
04-13-2022	Context-based Deep Learning Architecture with Optimal Integration Layer for Image Parsing by Ranju Mandal et al
04-14-2022	The multi-modal universe of fast-fashion: the Visuelle 2.0 benchmark by Geri Skenderi et al
04-13-2022	Estimating Structural Disparities for Face Models by Shervin Ardeshir et al
04-13-2022	Clifford Circuits can be Properly PAC Learned if and only if RP=NPRP=NP by Daniel Liang
04-12-2022	Machine learning predictions for local electronic properties of disordered correlated electron systems by Yi-Hsuan Liu et al
04-12-2022	GORDA: Graph-based ORientation Distribution Analysis of SLI scatterometry Patterns of Nerve Fibres by Esteban Vaca et al
04-12-2022	Unsupervised Anomaly and Change Detection with Multivariate Gaussianization by José A. Padrón-Hidalgo et al
04-15-2022	Streaming Align-Refine for Non-autoregressive Deliberation by Weiran Wang et al
04-14-2022	Sketch guided and progressive growing GAN for realistic and editable ultrasound image synthesis by Jiamin Liang et al
04-13-2022	Enabling Synthetic Data adoption in regulated domains by Giorgio Visani et al
04-13-2022	LDPC codes: comparing cluster graphs to factor graphs by J du Toit et al
04-13-2022	Leveraging convergence behavior to balance conflicting tasks in multi-task learning by Angelica Tiemi Mizuno Nakamura et al
04-12-2022	Hierarchical Quality-Diversity for Online Damage Recovery by Maxime Allard et al
04-12-2022	Spatiotemporal Estimation of TROPOMI NO2 Column with Depthwise Partial Convolutional Neural Network by Yannic Lops et al
04-14-2022	LEFM-Nets: Learnable Explicit Feature Map Deep Networks for Segmentation of Histopathological Images of Frozen Sections by Dario Sitnik et al
04-12-2022	Distributed learning optimisation of Cox models can leak patient data: Risks and solutions by Carsten Brink et al
04-12-2022	Probabilistic Compositional Embeddings for Multimodal Image Retrieval by Andrei Neculai et al
04-14-2022	Characterizing the Efficiency vs. Accuracy Trade-off for Long-Context NLP Models by Phyllis Ang et al
04-13-2022	Learning Convolutional Neural Networks in the Frequency Domain by Hengyue Pan et al
04-12-2022	L3Cube-MahaNER: A Marathi Named Entity Recognition Dataset and BERT models by Parth Patil et al
04-15-2022	Email Spam Detection Using Hierarchical Attention Hybrid Deep Learning Method by Sultan Zavrak et al
04-13-2022	Data-heterogeneity-aware Mixing for Decentralized Learning by Yatin Dandi et al
04-15-2022	Universal approximation property of invertible neural networks by Isao Ishikawa et al
04-15-2022	Crowd counting with segmentation attention convolutional neural network by Jiwei Chen et al
04-14-2022	Q-TART: Quickly Training for Adversarial Robustness and in-Transferability by Madan Ravi Ganesh et al
04-12-2022	Benchmarking Active Learning Strategies for Materials Optimization and Discovery by Alex Wang et al
04-15-2022	Crowd counting with crowd attention convolutional neural network by Jiwei Chen et al
04-13-2022	Receding Neuron Importances for Structured Pruning by Mihai Suteu et al
04-14-2022	Concentration of Random Feature Matrices in High-Dimensions by Zhijun Chen et al
04-13-2022	Estimation of stellar atmospheric parameters from LAMOST DR8 low-resolution spectra with 20≤≤SNR<<30 by Xiangru Li et al
04-15-2022	Synthesizing Informative Training Samples with GAN by Bo Zhao et al
04-13-2022	Deep Learning for Effective and Efficient Reduction of Large Adaptation Spaces in Self-Adaptive Systems by Danny Weyns et al
04-13-2022	HASA: Hybrid Architecture Search with Aggregation Strategy for Echinococcosis Classification and Ovary Segmentation in Ultrasound Images by Jikuan Qian et al
04-12-2022	Arch-Graph: Acyclic Architecture Relation Predictor for Task-Transferable Neural Architecture Search by Minbin Huang et al
04-12-2022	When Should We Prefer Offline Reinforcement Learning Over Behavioral Cloning? by Aviral Kumar et al
04-12-2022	Membership-Mappings for Practical Secure Distributed Deep Learning by Mohit Kumar et al
04-13-2022	Aspirations and Practice of Model Documentation: Moving the Needle with Nudging and Traceability by Avinash Bhat et al
04-15-2022	SSR-HEF: Crowd Counting with Multi-Scale Semantic Refining and Hard Example Focusing by Jiwei Chen et al
04-12-2022	Regression or Classification? Reflection on BP prediction from PPG data using Deep Neural Networks in the scope of practical applications by Fabian Schrumpf et al

04-15-2022	Anomalous Sound Detection Based on Machine Activity Detection by Tomoya Nishida et al
04-12-2022	Malware Analysis with Symbolic Execution and Graph Kernel by Charles-Henry Bertrand Van Ouytsel et al
04-14-2022	Multimodal spatiotemporal graph neural networks for improved prediction of 30-day all-cause hospital readmission by Siyi Tang et al
04-15-2022	Stretching Sentence-pair NLI Models to Reason over Long Documents and Clusters by Tal Schuster et al
04-15-2022	Revisiting the Adversarial Robustness-Accuracy Tradeoff in Robot Learning by Mathias Lechner et al
04-15-2022	Towards Building a Personalized Dialogue Generator via Implicit User Persona Detection by Itsugun Cho et al
04-14-2022	Activation Regression for Continuous Domain Generalization with Applications to Crop Classification by Samar Khanna et al
04-14-2022	auton-survival: an Open-Source Package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Event Data by Chirag Nagpal et al
04-14-2022	Tight Bounds for Quantum State Certification with Incoherent Measurements by Sitan Chen et al
04-14-2022	HCFL: A High Compression Approach for Communication-Efficient Federated Learning in Very Large Scale IoT Networks by Minh-Duong Nguyen et al
04-14-2022	Learning Optimal Dynamic Treatment Regimes Using Causal Tree Methods in Medicine by Theresa Blümlein et al
04-12-2022	S-DABT: Schedule and Dependency-Aware Bug Triage in Open-Source Bug Tracking Systems by Hadi Jahanshahi et al
04-13-2022	Online greedy identification of linear dynamical systems by Matthieu Blanke et al
04-13-2022	Flexible Multiple-Objective Reinforcement Learning for Chip Placement by Fu-Chieh Chang et al
04-15-2022	Graph Pooling for Graph Neural Networks: Progress, Challenges, and Opportunities by Chuang Liu et al
04-14-2022	YOLO-Pose: Enhancing YOLO for Multi Person Pose Estimation Using Object Keypoint Similarity Loss by Debapriya Maji et al
04-15-2022	Experimentally realized memristive memory augmented neural network by Ruibin Mao et al
04-14-2022	A Unified Analysis of Dynamic Interactive Learning by Xing Gao et al
04-14-2022	SemiMultiPose: A Semi-supervised Multi-animal Pose Estimation Framework by Ari Blau et al
04-15-2022	Towards PAC Multi-Object Detection and Tracking by Shuo Li et al
04-13-2022	Overparameterized Linear Regression under Adversarial Attacks by Antônio H. Ribeiro et al
04-13-2022	A deep learning algorithm for reducing false positives in screening mammography by Stefano Pedemonte et al
04-14-2022	Pushing the Limits of Simple Pipelines for Few-Shot Learning: External Data and Fine-Tuning Make a Difference by Shell Xu Hu et al
04-13-2022	Encoding Domain Knowledge in Multi-view Latent Variable Models: A Bayesian Approach with Structured Sparsity by Arber Qoku et al
04-14-2022	The training response law explains how deep neural networks learn by Kenichi Nakazato
04-13-2022	Receptive Field Analysis of Temporal Convolutional Networks for Monaural Speech Dereverberation by William Ravenscroft et al
04-15-2022	Unconditional Image-Text Pair Generation with Multimodal Cross Quantizer by Hyungyung Lee et al
04-12-2022	Surrogate Ensemble Forecasting for Dynamic Climate Impact Models by Julian Kuehnert et al
04-13-2022	Random Graph Embedding and Joint Sparse Regularization for Multi-label Feature Selection by Haibao Li et al
04-14-2022	XDBERT: Distilling Visual Information to BERT from Cross-Modal Systems to Improve Language Understanding by Chan-Jan Hsu et al
04-13-2022	Label Augmentation with Reinforced Labeling for Weak Supervision by Gürkan Solmaz et al
04-15-2022	End-to-End Sensitivity-Based Filter Pruning by Zahra Babaiee et al
04-12-2022	Local Random Feature Approximations of the Gaussian Kernel by Jonas Wacker et al
04-12-2022	An Analysis of Discretization Methods for Communication Learning with Multi-Agent Reinforcement Learning by Astrid Vanneste et al
04-12-2022	Positive Feature Values Prioritized Hierarchical Redundancy Eliminated Tree Augmented Naive Bayes Classifier for Hierarchical Feature Spaces by Cen Wan
04-12-2022	A Collection of Deep Learning-based Feature-Free Approaches for Characterizing Single-Objective Continuous Fitness Landscapes by Moritz Vinzent Seiler et al
04-12-2022	Prediction of motor insurance claims occurrence as an imbalanced machine learning problem by Sebastian Baran et al
04-14-2022	Measurement-based Admission Control in Sliced Networks: A Best Arm Identification Approach by Simon Lindståhl et al
04-14-2022	MIMO Channel Estimation using Score-Based Generative Models by Marius Arvinte et al
04-15-2022	The Distributed Information Bottleneck reveals the explanatory structure of complex systems by Kieran A. Murphy et al
04-12-2022	Offline Distillation for Robot Lifelong Learning with Imbalanced Experience by Wenxuan Zhou et al
04-12-2022	Maximum Entropy Baseline for Integrated Gradients by Hanxiao Tan
04-12-2022	Uncertainty-Aware Search Framework for Multi-Objective Bayesian Optimization by Syrine Belakaria et al
04-12-2022	Automated Surface Texture Analysis via Discrete Cosine Transform and Discrete Wavelet Transform by Melih C. Yesilli et al
04-13-2022	Out-of-distribution Detection with Deep Nearest Neighbors by Yiyou Sun et al
04-12-2022	Speech Emotion Recognition with Global-Aware Fusion on Multi-scale Feature Representation by Wenjing Zhu et al
04-12-2022	Medusa: Universal Feature Learning via Attentional Multitasking by Jaime Spencer et al
04-13-2022	A Review of Machine Learning Methods Applied to Structural Dynamics and Vibroacoustic by Barbara Cunha et al
04-15-2022	Knowledgebra: An Algebraic Learning Framework for Knowledge Graph by Tong Yang et al
04-13-2022	CowClip: Reducing CTR Prediction Model Training Time from 12 hours to 10 minutes on 1 GPU by Zangwei Zheng et al
04-13-2022	Fix Bugs with Transformer through a Neural-Symbolic Edit Grammar by Yaojie Hu et al
04-14-2022	Diagnosing and Fixing Manifold Overfitting in Deep Generative Models by Gabriel Loaiza-Ganem et al
04-13-2022	Neural Operator with Regularity Structure for Modeling Dynamics Driven by SPDEs by Peiyan Hu et al
04-13-2022	Multifidelity deep neural operators for efficient learning of partial differential equations with application to fast inverse design of nanoscale heat transport by Lu Lu et al
04-14-2022	Solving AC Power Flow with Graph Neural Networks under Realistic Constraints by Luis Böttcher et al
04-12-2022	Baseline Computation for Attribution Methods Based on Interpolated Inputs by Miguel Lerma et al
04-13-2022	SNP2Vec: Scalable Self-Supervised Pre-Training for Genome-Wide Association Study by Samuel Cahyawijaya et al
04-15-2022	INSTA-BNN: Binary Neural Network with INSTAnce-aware Threshold by Changhun Lee et al
04-13-2022	LSTM-Autoencoder based Anomaly Detection for Indoor Air Quality Time Series Data by Yuanyuan Wei et al
04-13-2022	Research on Intellectual Property Resource Profile and Evolution Law by Yuhui Wang et al
04-15-2022	Transfer Learning for Instance Segmentation of Waste Bottles using Mask R-CNN Algorithm by Punitha Jaikumar et al
04-15-2022	Prototype-based Domain Generalization Framework for Subject-Independent Brain-Computer Interfaces by Serkan Musellim et al
04-12-2022	A DNN Framework for Learning Lagrangian Drift With Uncertainty by Joseph Jenkins et al
04-12-2022	NARX Identification using Derivative-Based Regularized Neural Networks by L. H. Peeters et al
04-13-2022	GM-TOuNN: Graded Multiscale Topology Optimization using Neural Networks by Aaditya Chandrasekhar et al
04-14-2022	Unsupervised Probabilistic Models for Sequential Electronic Health Records by Alan D. Kaplan et al
04-14-2022	Towards a Unified Framework for Uncertainty-aware Nonlinear Variable Selection with Theoretical Guarantees by Wenying Deng et al
04-15-2022	A Differentially Private Probabilistic Framework for Modeling the Variability Across Federated Datasets of Heterogeneous Multi-View Observations by Irene Balelli et al
04-15-2022	Selecting Continuous Life-Like Cellular Automata for Halting Unpredictability: Evolving for Abiogenesis by Q. Tyrell Davis et al
04-13-2022	Is Speech Pathology a Biomarker in Automatic Speaker Verification? by Soroosh Tayebi Arasteh et al
04-12-2022	A Hierarchical Block Distance Model for Ultra Low-Dimensional Graph Representations by Nikolaos Nakis et al
04-15-2022	Efficient Architecture Search for Diverse Tasks by Junhong Shen et al
04-12-2022	FederatedScope-GNN: Towards a Unified, Comprehensive and Efficient Package for Federated Graph Learning by Zhen Wang et al
04-14-2022	Learning Task-Aware Energy Disaggregation: a Federated Approach by Ruohong Liu et al
04-15-2022	The Importance of Landscape Features for Performance Prediction of Modular CMA-ES Variants by Ana Kostovska et al
04-13-2022	Hybrid Neural Network Augmented Physics-based Models for Nonlinear Filtering by Tales Imbiriba et al
04-13-2022	Achieving Representative Data via Convex Hull Feasibility Sampling Algorithms by Laura Niss et al
04-12-2022	Reinforcement Learning on Graph: A Survey by Nie Mingshuo et al
04-13-2022	Large-scale multi-objective influence maximisation with network downscaling by Elia Cunegatti et al
04-14-2022	Surface Similarity Parameter: A New Machine Learning Loss Metric for Oscillatory Spatio-Temporal Data by Mathies Wedler et al
04-12-2022	A Robust Learning Rule for Soft-Bounded Memristive Synapses Competitive with Supervised Learning in Standard Spiking Neural Networks by Thomas F. Tiotto et al
04-13-2022	Distributionally Robust Models with Parametric Likelihood Ratios by Paul Michel et al
04-13-2022	Sketching Algorithms and Lower Bounds for Ridge Regression by Praneeth Kacham et al
04-15-2022	Accurate ADMET Prediction with XGBoost by Hao Tian et al
04-13-2022	Time Series of Non-Additive Metrics: Identification and Interpretation of Contributing Factors of Variance by Linear Decomposition by Alex Glushkovsky
04-14-2022	EvoSTS Forecasting: Evolutionary Sparse Time-Series Forecasting by Ethan Jacob Moyer et al
04-14-2022	Generative power of a protein language model trained on multiple sequence alignments by Damiano Sgarbossa et al
04-13-2022	Joint Coreset Construction and Quantization for Distributed Machine Learning by Hanlin Lu et al
04-13-2022	AHP: Learning to Negative Sample for Hyperedge Prediction by Hyunjin Hwang et al
04-15-2022	Neural Structured Prediction for Inductive Node Classification by Meng Qu et al
04-14-2022	Methodical Advice Collection and Reuse in Deep Reinforcement Learning by Sahir et al
04-13-2022	Approximation of Lipschitz Functions using Deep Spline Neural Networks by Sebastian Neumayer et al
04-12-2022	Learning Performance Graphs from Demonstrations via Task-Based Evaluations by Aniruddh G. Puranic et al
04-15-2022	Safe Reinforcement Learning Using Black-Box Reachability Analysis by Mahmoud Selim et al
04-12-2022	Optimal Membership Inference Bounds for Adaptive Composition of Sampled Gaussian Mechanisms by Saeed Mahloujifar et al
04-13-2022	Character-focused Video Thumbnail Retrieval by Shervin Ardeshir et al
04-12-2022	The MIT Supercloud Workload Classification Challenge by Benny J. Tang et al
04-15-2022	Deep learning model solves change point detection for multiple change types by Alexander Stepikin et al
04-15-2022	An interpretable machine learning approach for ferroalloys consumptions by Nick Knyazev
04-15-2022	Kernel similarity matching with Hebbian neural networks by Kyle Luther et al
04-14-2022	Stream-based Active Learning with Verification Latency in Non-stationary Environments by Andrea Castellani et al
04-14-2022	ULF: Unsupervised Labeling Function Correction using Cross-Validation for Weak Supervision by Anastasiia Sedova et al
04-14-2022	Supplementation of deep neural networks with simplified physics-based features to increase model prediction accuracy by Nicholus R. Clinkinbeard et al
04-13-2022	Performance Assessment of different Machine Learning Algorithm for Life-Time Prediction of Solder Joints based on Synthetic Data by Stefan Muench et al
04-13-2022	A Natural Language Processing Approach for Instruction Set Architecture Identification by Dinuka Sahabandu et al
04-15-2022	Characterizing metastable states with the help of machine learning by Pietro Novelli et al
04-14-2022	MARF: Multiscale Adaptive-switch Random Forest for Leg Detection with 2D Laser Scanners by Tianxi Wang et al
04-13-2022	A Study of Causal Confusion in Preference-Based Reward Learning by Jeremy Tien et al
04-13-2022	Modularity benefits reinforcement learning agents with competing homeostatic drives by Zack Dulberg et al
04-14-2022	Exploring the Distributed Knowledge Congruence in Proxy-data-free Federated Distillation by Zhiyuan Wu et al
04-14-2022	Causal Disentanglement with Network Information for Debiased Recommendations by Paras Sheth et al
04-14-2022	deep-significance - Easy and Meaningful Statistical Significance Testing in the Age of Neural Networks by Dennis Ulmer et al
04-14-2022	Leveraging Natural Learning Processing to Uncover Themes in Clinical Notes of Patients Admitted for Heart Failure by Ankita Agarwal et al
04-12-2022	Sentiment Analysis of Political Tweets for Israel using Machine Learning by Amisha Gangwar et al
04-12-2022	Harnessing Interpretable Machine Learning for Origami Feature Design and Pattern Selection by Yi Zhu et al
04-14-2022	Sign Bit is Enough: A Learning Synchronization Framework for Multi-hop All-reduce with Ultimate Compression by Feijie Wu et al
04-14-2022	Minimizing Control for Credit Assignment with Strong Feedback by Alexander Meulemans et al
04-12-2022	On the dynamics of credit history and social interaction features, and their impact on creditworthiness assessment performance by Ricardo Muñoz-Cancino et al
04-14-2022	Brazilian Court Documents Clustered by Similarity Together Using Natural Language Processing Approaches with Transformers by Raphael Souza de Oliveira et al
04-13-2022	Control-oriented meta-learning by Spencer M. Richards et al
04-14-2022	The Vision of Self-Evolving Computing Systems by Danny Weyns et al
04-13-2022	Safer Autonomous Driving in a Stochastic, Partially-Observable Environment by Hierarchical Contingency Planning by Ugo Lecerf et al
04-13-2022	Clinical trial site matching with improved diversity using fair policy learning by Rakshith S Srinivasa et al
04-12-2022	Epileptic Seizure Risk Assessment by Multi-Channel Imaging of the EEG by Tiago Leal et al
04-15-2022	Spatio-Temporal-Frequency Graph Attention Convolutional Network for Aircraft Recognition Based on Heterogeneous Radar Network by Han Meng et al
04-14-2022	Convergence and Implicit Regularization Properties of Gradient Descent for Deep Residual Networks by Rama Cont et al
04-13-2022	LDPC codes: tracking non-stationary channel noise using sequential variational Bayesian estimates by J du Toit et al
04-14-2022	Big-means: Less is More for K-means Clustering by Rustam Mussabayev et al
04-12-2022	Massive MIMO Beam Management in Sub-6 GHz 5G NR by Ryan M. Dreifuerst et al
04-14-2022	Alternating Mahalanobis Distance Minimization for Stable and Accurate CP Decomposition by Navjot Singh et al
04-14-2022	Ensemble diverse hypotheses and knowledge distillation for unsupervised cross-subject adaptation by Kuangen Zhang et al
04-14-2022	Robotic and Generative Adversarial Attacks in Offline Writer-independent Signature Verification by Jordan J. Bird
04-12-2022	DT2CAM: A Decision Tree to Content Addressable Memory Framework by Mariam Rakka et al
04-14-2022	Testing distributional assumptions of learning algorithms by Ronitt Rubinfeld et al
04-14-2022	Relaxing Equivariance Constraints with Non-stationary Continuous Filters by Tycho F. A. van der Ouderaa et al
04-14-2022	Hierarchical Embedded Bayesian Additive Regression Trees by Bruna Wundervald et al
04-14-2022	Active Learning for Regression and Classification by Inverse Distance Weighting by Alberto Bemporad