arXiv Statistics @arxiv_stats@qoto.org

Intrinsic and extrinsic deep learning on manifolds. (arXiv:2302.08606v1 [stat.ML]) http://arxiv.org/abs/2302.08606

Robust expected improvement for Bayesian optimization. (arXiv:2302.08612v1 [cs.LG]) http://arxiv.org/abs/2302.08612

Skew-Normal Posterior Approximations. (arXiv:2302.08614v1 [stat.ME]) http://arxiv.org/abs/2302.08614

Quantum Computing Provides Exponential Regret Improvement in Episodic Reinforcement Learning. (arXiv:2302.08617v1 [cs.LG]) http://arxiv.org/abs/2302.08617

Generative Causal Representation Learning for Out-of-Distribution Motion Forecasting. (arXiv:2302.08635v1 [cs.LG]) http://arxiv.org/abs/2302.08635

Piecewise Deterministic Markov Processes for Bayesian Neural Networks. (arXiv:2302.08724v1 [stat.ML]) http://arxiv.org/abs/2302.08724

Rigorous Derivation of the Degenerate Parabolic-Elliptic Keller-Segel System from a Moderately Interacting Stochastic Particle System. Part II Propagation of Chaos. (arXiv:2302.08763v1 [math.PR]) http://arxiv.org/abs/2302.08763

A Near-Optimal Algorithm for Bilevel Empirical Risk Minimization. (arXiv:2302.08766v1 [stat.ML]) http://arxiv.org/abs/2302.08766

SGD with AdaGrad Stepsizes: Full Adaptivity with High Probability to Unknown Parameters, Unbounded Gradients and Affine Variance. (arXiv:2302.08783v1 [cs.LG]) http://arxiv.org/abs/2302.08783

Interpretable Deep Learning Methods for Multiview Learning. (arXiv:2302.07930v1 [cs.LG]) http://arxiv.org/abs/2302.07930

The Expressive Power of Tuning Only the Norm Layers. (arXiv:2302.07937v1 [cs.LG]) http://arxiv.org/abs/2302.07937

On Rank Energy Statistics via Optimal Transport: Continuity, Convergence, and Change Point Detection. (arXiv:2302.07964v1 [stat.ML]) http://arxiv.org/abs/2302.07964

Multi-Task Differential Privacy Under Distribution Skew. (arXiv:2302.07975v1 [cs.LG]) http://arxiv.org/abs/2302.07975

Cross-Validated Decision Trees with Targeted Maximum Likelihood Estimation for Nonparametric Causal Mixtures Analysis. (arXiv:2302.07976v1 [stat.ME]) http://arxiv.org/abs/2302.07976

From Graph Generation to Graph Classification. (arXiv:2302.07989v1 [cs.LG]) http://arxiv.org/abs/2302.07989

Improved Discretization Analysis for Underdamped Langevin Monte Carlo. (arXiv:2302.08049v1 [math.ST]) http://arxiv.org/abs/2302.08049

A Geometric Reduction Approach for Identity Testing of Reversible Markov Chains. (arXiv:2302.08059v1 [math.PR]) http://arxiv.org/abs/2302.08059

Local Causal Discovery for Estimating Causal Effects. (arXiv:2302.08070v1 [cs.LG]) http://arxiv.org/abs/2302.08070

Augmented two-step estimating equations with nuisance functionals and complex survey data. (arXiv:2302.08076v1 [stat.ME]) http://arxiv.org/abs/2302.08076

A Flexible Multi-Metric Bayesian Framework for Decision-Making in Phase II Multi-Arm Multi-Stage Studies. (arXiv:2302.07290v1 [stat.AP]) http://arxiv.org/abs/2302.07290