arXiv Statistics @arxiv_stats@qoto.org

Regularization in High-Dimensional Regression and Classification via Random Matrix Theory. (arXiv:2003.13723v1 [math.ST]) http://arxiv.org/abs/2003.13723

Parallelization of Monte Carlo Tree Search in Continuous Domains. (arXiv:2003.13741v1 [cs.LG]) http://arxiv.org/abs/2003.13741

Autonomous discovery in the chemical sciences part I: Progress. (arXiv:2003.13754v1 [q-bio.QM]) http://arxiv.org/abs/2003.13754

Autonomous discovery in the chemical sciences part II: Outlook. (arXiv:2003.13755v1 [q-bio.QM]) http://arxiv.org/abs/2003.13755

CPFed: Communication-Efficient and Privacy-Preserving Federated Learning. (arXiv:2003.13761v1 [cs.LG]) http://arxiv.org/abs/2003.13761

From Patterson Maps to Atomic Coordinates: Training a Deep Neural Network to Solve the Phase Problem for a Simplified Case. (arXiv:2003.13767v1 [cs.LG]) http://arxiv.org/abs/2003.13767

Efficient nonparametric inference on the effects of stochastic interventions under two-phase sampling, with applications to vaccine efficacy trials. (arXiv:2003.13771v1 [stat.ME]) http://arxiv.org/abs/2003.13771

Semantic-based End-to-End Learning for Typhoon Intensity Prediction. (arXiv:2003.13779v1 [cs.CL]) http://arxiv.org/abs/2003.13779

Specification tests for generalized propensity scores using double projections. (arXiv:2003.13803v1 [econ.EM]) http://arxiv.org/abs/2003.13803

Change-Point Detection based on Weighted Two-Sample U-Statistics. (arXiv:2003.12573v1 [math.ST]) http://arxiv.org/abs/2003.12573

word2vec, node2vec, graph2vec, X2vec: Towards a Theory of Vector Embeddings of Structured Data. (arXiv:2003.12590v1 [cs.LG]) http://arxiv.org/abs/2003.12590

GAN-based Priors for Quantifying Uncertainty. (arXiv:2003.12597v1 [stat.ML]) http://arxiv.org/abs/2003.12597

Adaptive Reward-Poisoning Attacks against Reinforcement Learning. (arXiv:2003.12613v1 [cs.LG]) http://arxiv.org/abs/2003.12613

MCFlow: Monte Carlo Flow Models for Data Imputation. (arXiv:2003.12628v1 [cs.CV]) http://arxiv.org/abs/2003.12628

The impossibility of low rank representations for triangle-rich complex networks. (arXiv:2003.12635v1 [cs.LG]) http://arxiv.org/abs/2003.12635

Random Machines Regression Approach: an ensemble support vector regression model with free kernel choice. (arXiv:2003.12643v1 [stat.ML]) http://arxiv.org/abs/2003.12643

Semiparametric Inference For Causal Effects In Graphical Models With Hidden Variables. (arXiv:2003.12659v1 [stat.ML]) http://arxiv.org/abs/2003.12659

Bypassing the Monster: A Faster and Simpler Optimal Algorithm for Contextual Bandits under Realizability. (arXiv:2003.12699v1 [cs.LG]) http://arxiv.org/abs/2003.12699

Differentially Private Federated Learning for Resource-Constrained Internet of Things. (arXiv:2003.12705v1 [cs.LG]) http://arxiv.org/abs/2003.12705

Online and Real-time Object Tracking Algorithm with Extremely Small Matrices. (arXiv:2003.12091v1 [cs.DC]) http://arxiv.org/abs/2003.12091