arXiv Statistics @arxiv_stats@qoto.org

GANs with Variational Entropy Regularizers: Applications in Mitigating the Mode-Collapse Issue. (arXiv:2009.11921v1 [cs.LG]) http://arxiv.org/abs/2009.11921

Online Learning With Adaptive Rebalancing in Nonstationary Environments. (arXiv:2009.11942v1 [cs.LG]) http://arxiv.org/abs/2009.11942

Bayesian Topological Learning for Classifying the Structure of Biological Networks. (arXiv:2009.11974v1 [stat.ML]) http://arxiv.org/abs/2009.11974

A physics-informed operator regression framework for extracting data-driven continuum models. (arXiv:2009.11992v1 [physics.comp-ph]) http://arxiv.org/abs/2009.11992

Parameter Restrictions for the Sake of Identification: Is there Utility in Asserting that Perhaps a Restriction Holds?. (arXiv:2009.11993v1 [stat.ME]) http://arxiv.org/abs/2009.11993

G-SimCLR : Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling. (arXiv:2009.12007v1 [cs.LG]) http://arxiv.org/abs/2009.12007

A Unified Plug-and-Play Framework for Effective Data Denoising and Robust Abstention. (arXiv:2009.12027v1 [cs.LG]) http://arxiv.org/abs/2009.12027

EXP4-DFDC: A Non-Stochastic Multi-Armed Bandit for Cache Replacement. (arXiv:2009.11330v1 [cs.LG]) http://arxiv.org/abs/2009.11330

Dataset Optimization Strategies for MalwareTraffic Detection. (arXiv:2009.11347v1 [cs.LG]) http://arxiv.org/abs/2009.11347

A Sample-Efficient Algorithm for Episodic Finite-Horizon MDP with Constraints. (arXiv:2009.11348v1 [cs.LG]) http://arxiv.org/abs/2009.11348

Higher-Order Spectral Clustering for Geometric Graphs. (arXiv:2009.11353v1 [cs.LG]) http://arxiv.org/abs/2009.11353

Structure Aware Negative Sampling in Knowledge Graphs. (arXiv:2009.11355v1 [cs.LG]) http://arxiv.org/abs/2009.11355

A Unified Analysis of First-Order Methods for Smooth Games via Integral Quadratic Constraints. (arXiv:2009.11359v1 [math.OC]) http://arxiv.org/abs/2009.11359

EPEM: Efficient Parameter Estimation for Multiple Class Monotone Missing Data. (arXiv:2009.11360v1 [cs.LG]) http://arxiv.org/abs/2009.11360

Detection of Iterative Adversarial Attacks via Counter Attack. (arXiv:2009.11397v1 [cs.LG]) http://arxiv.org/abs/2009.11397

High Dimensional Bayesian Network Classification with Network Global-Local Shrinkage Priors. (arXiv:2009.11401v1 [stat.ME]) http://arxiv.org/abs/2009.11401

Rank-Based Multi-task Learning for Fair Regression. (arXiv:2009.11405v1 [cs.LG]) http://arxiv.org/abs/2009.11405

FedCluster: Boosting the Convergence of Federated Learning via Cluster-Cycling. (arXiv:2009.10748v1 [cs.LG]) http://arxiv.org/abs/2009.10748

Independent finite approximations for Bayesian nonparametric inference: construction, error bounds, and practical implications. (arXiv:2009.10780v1 [stat.ME]) http://arxiv.org/abs/2009.10780

Using Machine Learning to Develop a Novel COVID-19 Vulnerability Index (C19VI). (arXiv:2009.10808v1 [cs.LG]) http://arxiv.org/abs/2009.10808