Statistics Theory

Authors and titles for math.ST in Oct 2023

[1]  arXiv:2310.00097 [pdf, other]

Title: Pointwise uncertainty quantification for sparse variational Gaussian process regression with a Brownian motion prior

Authors: Luke Travis, Kolyan Ray

Comments: 24 pages, 1 figure, to appear in Advances in Neural Information Processing Systems 37 (NeurIPS 2023)

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

[2]  arXiv:2310.00176 [pdf, ps, other]

Title: Universality of max-margin classifiers

Authors: Andrea Montanari, Feng Ruan, Basil Saeed, Youngtak Sohn

Comments: 60 pages

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

[3]  arXiv:2310.00211 [pdf, ps, other]

Title: Theoretical Foundations of Ordinal Multidimensional Scaling, Including Internal and External Unfolding

Authors: Ery Arias-Castro, Clément Berenfeld, Daniel Kane

Comments: same exact version with funding information added

Subjects: Statistics Theory (math.ST)

[4]  arXiv:2310.00250 [pdf, ps, other]

Title: The oracle property of the generalized outcome adaptive lasso

Authors: Ismaïla Baldé

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

[5]  arXiv:2310.00445 [pdf, ps, other]

Title: A Note on Minimax Robustness of Designs Against Correlated or Heteroscedastic Responses

Authors: Douglas P. Wiens

Subjects: Statistics Theory (math.ST)

[6]  arXiv:2310.00532 [pdf, other]

Title: Statistical Limits of Adaptive Linear Models: Low-Dimensional Estimation and Inference

Authors: Licong Lin, Mufang Ying, Suvrojit Ghosh, Koulik Khamaru, Cun-Hui Zhang

Comments: This paper is accepted at NeurIPS 2023

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

[7]  arXiv:2310.00554 [pdf, other]

Title: Detecting rare and weak deviations of non-proportional hazard in survival analysis

Authors: Ben Galili, Alon Kipnis, Zohar Yakhini

Comments: Part of this work was presented at JSM 2023

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

[8]  arXiv:2310.00667 [pdf, other]

Title: Hidden Clique Inference in Random Ising Model I: the planted random field Curie-Weiss model

Authors: Yihan He, Han Liu, Jianqing Fan

Comments: 87 pages, 0 figure

Subjects: Statistics Theory (math.ST)

[9]  arXiv:2310.00693 [pdf, other]

Title: Worst-Case Misidentification Control in Sequential Change Diagnosis using the min-CuSum

Authors: Austin Warner, Georgios Fellouris

Comments: 32 pages total, 18 pages main text, 4 figures

Subjects: Statistics Theory (math.ST)

[10]  arXiv:2310.00881 [pdf, other]

Title: Scalable Statistical Inference in Non-parametric Least Squares

Authors: Meimei Liu, Zuofeng Shang, Yun Yang

Subjects: Statistics Theory (math.ST)