arXiv Statistics @arxiv_stats@qoto.org

UncertaintyPlayground: A Fast and Simplified Python Library for Uncertainty Estimation. (arXiv:2310.15281v1 [stat.ML]) http://arxiv.org/abs/2310.15281

A Doubly Robust Approach to Sparse Reinforcement Learning. (arXiv:2310.15286v1 [stat.ML]) http://arxiv.org/abs/2310.15286

Unsupervised Federated Learning: A Federated Gradient EM Algorithm for Heterogeneous Mixture Models with Robustness against Adversarial Attacks. (arXiv:2310.15330v1 [stat.ML]) http://arxiv.org/abs/2310.15330

Estimating Trustworthy and Safe Optimal Treatment Regimes. (arXiv:2310.15333v1 [cs.LG]) http://arxiv.org/abs/2310.15333

Random Exploration in Bayesian Optimization: Order-Optimal Regret and Computational Efficiency. (arXiv:2310.15351v1 [cs.LG]) http://arxiv.org/abs/2310.15351

Learning Fair Representations with High-Confidence Guarantees. (arXiv:2310.15358v1 [cs.LG]) http://arxiv.org/abs/2310.15358

Optimal Structured Matrix Approximation for Robustness to Incomplete Biosequence Data. (arXiv:2310.15375v1 [stat.AP]) http://arxiv.org/abs/2310.15375

Exploratory functional data analysis of multivariate densities for the identification of agricultural soil contamination by risk elements. (arXiv:2310.13761v1 [stat.AP]) http://arxiv.org/abs/2310.13761

Random Flows of Covariance Operators and their Statistical Inference. (arXiv:2310.13764v1 [stat.ME]) http://arxiv.org/abs/2310.13764

Computationally Efficient and Error Aware Surrogate Construction for Numerical Solutions of Subsurface Flow Through Porous Media. (arXiv:2310.13765v1 [stat.CO]) http://arxiv.org/abs/2310.13765

Compositional Deep Probabilistic Models of DNA Encoded Libraries. (arXiv:2310.13769v1 [q-bio.QM]) http://arxiv.org/abs/2310.13769

Fundamental Limits of Membership Inference Attacks on Machine Learning Models. (arXiv:2310.13786v1 [stat.ML]) http://arxiv.org/abs/2310.13786

Faithful graphical representations of local independence. (arXiv:2310.13796v1 [stat.ME]) http://arxiv.org/abs/2310.13796

Geometric Learning with Positively Decomposable Kernels. (arXiv:2310.13821v1 [cs.LG]) http://arxiv.org/abs/2310.13821

A p-value for Process Tracing and other N=1 Studies. (arXiv:2310.13826v1 [stat.ME]) http://arxiv.org/abs/2310.13826

Gradual Domain Adaptation: Theory and Algorithms. (arXiv:2310.13852v1 [cs.LG]) http://arxiv.org/abs/2310.13852

Likelihood-based surrogate dimension reduction. (arXiv:2310.13858v1 [stat.ME]) http://arxiv.org/abs/2310.13858

To grok or not to grok: Disentangling generalization and memorization on corrupted algorithmic datasets. (arXiv:2310.13061v1 [cs.LG]) http://arxiv.org/abs/2310.13061

Metastable Hidden Markov Processes: a theory for modeling financial markets. (arXiv:2310.13081v1 [econ.GN]) http://arxiv.org/abs/2310.13081

Sequence Length Independent Norm-Based Generalization Bounds for Transformers. (arXiv:2310.13088v1 [stat.ML]) http://arxiv.org/abs/2310.13088