arXiv Statistics @arxiv_stats@qoto.org

Limit Theorems for Stochastic Gradient Descent with Infinite Variance https://arxiv.org/abs/2410.16340 #stat.ML #math.PR #cs.LG

A Simple Model of Inference Scaling Laws https://arxiv.org/abs/2410.16377 #stat.ML #math.IT #cs.AI #cs.IT #cs.LG

Causal Data Fusion for Panel Data without Pre-Intervention Period https://arxiv.org/abs/2410.16391 #stat.ME

Data Augmentation of Multivariate Sensor Time Series using Autoregressive Models and Application to Failure Prognostics https://arxiv.org/abs/2410.16419 #stat.ML #math.ST #stat.ME #stat.TH #cs.LG

BI-EqNO: Generalized Approximate Bayesian Inference with an Equivariant Neural Operator Framework https://arxiv.org/abs/2410.16420 #physics.comp-ph #stat.ML #cs.LG

Robust Feature Learning for Multi-Index Models in High Dimensions https://arxiv.org/abs/2410.16449 #stat.ML #cs.LG

On The Variance of Schatten $p$-Norm Estimation with Gaussian Sketching Matrices https://arxiv.org/abs/2410.16455 #math.ST #math.NA #math.PR #stat.TH #cs.NA

Finite-Sample and Distribution-Free Fair Classification: Optimal Trade-off Between Excess Risk and Fairness, and the Cost of Group-Blindness https://arxiv.org/abs/2410.16477 #stat.ME #stat.ML

Building Conformal Prediction Intervals with Approximate Message Passing https://arxiv.org/abs/2410.16493 #cond-mat.dis-nn #stat.ML #cs.LG

A Dynamic Spatiotemporal and Network ARCH Model with Common Factors https://arxiv.org/abs/2410.16526 #q-fin.ST #stat.ME #econ.EM

On the Sparsity of the Strong Lottery Ticket Hypothesis https://arxiv.org/abs/2410.14754 #stat.ML #cs.AI #cs.LG

Universal approximation results for neural networks with non-polynomial activation function over non-compact domains https://arxiv.org/abs/2410.14759 #stat.ML #math.CA #cs.LG #cs.NE

High-Dimensional Tensor Discriminant Analysis with Incomplete Tensors https://arxiv.org/abs/2410.14783 #stat.ML #stat.ME #cs.LG

Privacy for Free in the Over-Parameterized Regime https://arxiv.org/abs/2410.14787 #stat.ML #cs.CR #cs.LG

Differentially Private Covariate Balancing Causal Inference https://arxiv.org/abs/2410.14789 #stat.ME #cs.CR #cs.LG

Predictive variational inference: Learn the predictively optimal posterior distribution https://arxiv.org/abs/2410.14843 #stat.ML #stat.ME #cs.LG

A New One Parameter Unit Distribution: Median Based Unit Rayleigh (MBUR): Parametric Quantile Regression Model https://arxiv.org/abs/2410.14857 #stat.ME #math.PR

Fast and Optimal Changepoint Detection and Localization using Bonferroni Triplets https://arxiv.org/abs/2410.14866 #stat.ME

Stochastic Loss Reserving: Dependence and Estimation https://arxiv.org/abs/2410.14985 #q-fin.RM #stat.ME #stat.AP

Statistical Inference for Feature Selection after Optimal Transport-based Domain Adaptation https://arxiv.org/abs/2410.15022 #stat.ML #cs.LG