Statistics Theory

Authors and titles for recent submissions

• Thu, 28 Nov 2024
• Wed, 27 Nov 2024
• Tue, 26 Nov 2024
• Mon, 25 Nov 2024
• Fri, 22 Nov 2024

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Tue, 26 Nov 2024 (continued, showing last 3 of 18 entries )

[33] arXiv:2411.15625 (cross-list from stat.ME) [pdf, html, other]

Title: Canonical Correlation Analysis: review

Anna Bykhovskaya, Vadim Gorin

Comments: 70 pages, 10 figures

Subjects: Methodology (stat.ME); Econometrics (econ.EM); Probability (math.PR); Statistics Theory (math.ST)

[34] arXiv:2411.15385 (cross-list from cs.LG) [pdf, html, other]

Title: Gradient dynamics for low-rank fine-tuning beyond kernels

Arif Kerem Dayi, Sitan Chen

Subjects: Machine Learning (cs.LG); Statistics Theory (math.ST); Machine Learning (stat.ML)

[35] arXiv:2411.15292 (cross-list from cs.LG) [pdf, html, other]

Title: Influence functions and regularity tangents for efficient active learning

Frederik Eaton

Comments: 33 pages, 4 figures

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Statistics Theory (math.ST); Machine Learning (stat.ML)

Mon, 25 Nov 2024 (showing 3 of 3 entries )

[36] arXiv:2411.14899 [pdf, other]

Title: A note on the geodesic normal distribution on the sphere

José E. Chacón, Andrea Meilán-Vila

Comments: 8 pages, 3 figures

Subjects: Statistics Theory (math.ST); Metric Geometry (math.MG); Probability (math.PR)

[37] arXiv:2411.15095 (cross-list from stat.ML) [pdf, html, other]

Title: Dimension-independent rates for structured neural density estimation

Robert A. Vandermeulen, Wai Ming Tai, Bryon Aragam

Subjects: Machine Learning (stat.ML); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Statistics Theory (math.ST)

[38] arXiv:2411.14875 (cross-list from stat.ML) [pdf, html, other]

Title: Iterative Reweighted Framework Based Algorithms for Sparse Linear Regression with Generalized Elastic Net Penalty

Yanyun Ding, Zhenghua Yao, Peili Li, Yunhai Xiao

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Statistics Theory (math.ST)

Fri, 22 Nov 2024 (showing 11 of 11 entries )

[39] arXiv:2411.14080 [pdf, html, other]

Title: Tensors in algebraic statistics

Marta Casanellas, Luis Sierra, Piotr Zwiernik

Comments: Overview paper

Subjects: Statistics Theory (math.ST); Algebraic Geometry (math.AG); History and Overview (math.HO)

[40] arXiv:2411.13974 [pdf, other]

Title: Distributional regression: CRPS-error bounds for model fitting, model selection and convex aggregation

Clément Dombry (LMB), Ahmed Zaoui (LMB)

Journal-ref: 38th Conference on Neural Information Processing Systems (NeurIPS 2024), Dec 2024, Vancoucer, Canada

Subjects: Statistics Theory (math.ST)

[41] arXiv:2411.13939 [pdf, html, other]

Title: Filtering and Statistical Properties of Unimodal Maps Perturbed by Heteroscedastic Noises

Fabrizio Lillo, Stefano Marmi, Matteo Tanzi, Sandro Vaienti

Subjects: Statistics Theory (math.ST); Dynamical Systems (math.DS); Probability (math.PR)

[42] arXiv:2411.13763 [pdf, html, other]

Title: Active Subsampling for Measurement-Constrained M-Estimation of Individualized Thresholds with High-Dimensional Data

Jingyi Duan, Yang Ning

Subjects: Statistics Theory (math.ST); Methodology (stat.ME); Machine Learning (stat.ML)

[43] arXiv:2411.13567 [pdf, html, other]

Title: Why the p-norms $p{=}1$, $p{=}2$ and $p{=}\infty$ are so special? An answer based on spatial uniformity

Carlos Pinzón

Subjects: Statistics Theory (math.ST); Cryptography and Security (cs.CR); Numerical Analysis (math.NA)

[44] arXiv:2411.14288 (cross-list from cs.LG) [pdf, html, other]

Title: On the Sample Complexity of One Hidden Layer Networks with Equivariance, Locality and Weight Sharing

Arash Behboodi, Gabriele Cesa

Subjects: Machine Learning (cs.LG); Statistics Theory (math.ST); Machine Learning (stat.ML)

[45] arXiv:2411.14285 (cross-list from stat.ME) [pdf, html, other]

Title: Stochastic interventions, sensitivity analysis, and optimal transport

Alexander W. Levis, Edward H. Kennedy, Alec McClean, Sivaraman Balakrishnan, Larry Wasserman

Comments: 37 pages, 1 figure

Subjects: Methodology (stat.ME); Statistics Theory (math.ST)

[46] arXiv:2411.14185 (cross-list from stat.ME) [pdf, html, other]

Title: A note on numerical evaluation of conditional Akaike information for nonlinear mixed-effects models

Nan Zheng, Noel Cadigan, James T. Thorson

Subjects: Methodology (stat.ME); Statistics Theory (math.ST)

[47] arXiv:2411.13868 (cross-list from cs.LG) [pdf, html, other]

Title: Robust Detection of Watermarks for Large Language Models Under Human Edits

Xiang Li, Feng Ruan, Huiyuan Wang, Qi Long, Weijie J. Su

Subjects: Machine Learning (cs.LG); Computation and Language (cs.CL); Statistics Theory (math.ST); Methodology (stat.ME); Machine Learning (stat.ML)

[48] arXiv:2411.13764 (cross-list from stat.ME) [pdf, html, other]

Title: Selective inference is easier with p-values

Anav Sood

Subjects: Methodology (stat.ME); Statistics Theory (math.ST)

[49] arXiv:2411.13606 (cross-list from cond-mat.stat-mech) [pdf, html, other]

Title: The stabilizing role of multiplicative noise in non-confining potentials

Ewan T. Phillips, Benjamin Lindner, Holger Kantz

Comments: 14 pages, 8 figures

Subjects: Statistical Mechanics (cond-mat.stat-mech); Mathematical Physics (math-ph); Statistics Theory (math.ST); Adaptation and Self-Organizing Systems (nlin.AO)