Statistics Theory

Authors and titles for recent submissions

• Mon, 25 Nov 2024
• Fri, 22 Nov 2024
• Thu, 21 Nov 2024
• Wed, 20 Nov 2024
• Tue, 19 Nov 2024

See today's new changes

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

[1] 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)

[2] 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)

[3] 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 )

[4] 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)

[5] 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)

[6] 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)

[7] 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)

[8] 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)

[9] 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)

[10] 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)

[11] 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)

[12] 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)

[13] 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)

[14] 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)

Thu, 21 Nov 2024 (showing 9 of 9 entries )

[15] arXiv:2411.13199 [pdf, html, other]

Title: Sharp Bounds for Multiple Models in Matrix Completion

Dali Liu, Haolei Weng

Comments: 35 pages. Several typos have been corrected. All comments are warmly welcomed

Subjects: Statistics Theory (math.ST)

[16] arXiv:2411.13080 [pdf, html, other]

Title: Distribution-free Measures of Association based on Optimal Transport

Nabarun Deb, Promit Ghosal, Bodhisattva Sen

Comments: 24 pages. To appear in the Indian J. Pure Appl. Math, special issue in honor of Prof. K. R. Parthasarathy. arXiv admin note: text overlap with arXiv:2010.01768

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

[17] arXiv:2411.12936 [pdf, html, other]

Title: Statistical inference for mean-field queueing systems

Ioannis Lambadaris, Ahmed Sid-Ali, Wei Sun, Yiqiang Q. Zhao

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

[18] arXiv:2411.12840 [pdf, other]

Title: The Aldous--Hoover Theorem in Categorical Probability

Leihao Chen, Tobias Fritz, Tomáš Gonda, Andreas Klingler, Antonio Lorenzin

Comments: 39 pages

Subjects: Statistics Theory (math.ST); Logic in Computer Science (cs.LO); Category Theory (math.CT); Probability (math.PR)

[19] arXiv:2411.13462 (cross-list from cs.DS) [pdf, html, other]

Title: Sampling and Integration of Logconcave Functions by Algorithmic Diffusion

Yunbum Kook, Santosh S. Vempala

Comments: 60 pages, 1 figure

Subjects: Data Structures and Algorithms (cs.DS); Machine Learning (cs.LG); Statistics Theory (math.ST); Machine Learning (stat.ML)

[20] arXiv:2411.13392 (cross-list from math.AG) [pdf, html, other]

Title: Classification of real hyperplane singularities by real log canonical thresholds

Dimitra Kosta, Daniel Windisch

Subjects: Algebraic Geometry (math.AG); Commutative Algebra (math.AC); Statistics Theory (math.ST)

[21] arXiv:2411.12965 (cross-list from stat.ML) [pdf, html, other]

Title: On adaptivity and minimax optimality of two-sided nearest neighbors

Tathagata Sadhukhan, Manit Paul, Raaz Dwivedi

Comments: 29 pages, 7 figures

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

[22] arXiv:2411.12786 (cross-list from stat.ML) [pdf, html, other]

Title: Off-policy estimation with adaptively collected data: the power of online learning

Jeonghwan Lee, Cong Ma

Comments: 37 pages. Accepted to the 38th Annual Conference on Neural Information Processing Systems (NeurIPS 2024), Vancouver, British Columbia, Canada

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

[23] arXiv:2401.07876 (cross-list from math.PR) [pdf, other]

Title: Characterization of the asymptotic behavior of $U$-statistics on row-column exchangeable matrices

Tâm Le Minh

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

Wed, 20 Nov 2024 (showing 10 of 10 entries )

[24] arXiv:2411.12673 [pdf, html, other]

Title: Testing parametric models for the angular measure for bivariate extremes

Stéphane Lhaut, Johan Segers

Comments: 50 pages, 9 figures

Subjects: Statistics Theory (math.ST)

[25] arXiv:2411.12532 [pdf, html, other]

Title: Towards a theory for testing statistical hypothesis: Multivariate mean with nuisance covariance matrix

Ming-Tien Tsai

Comments: arXiv admin note: substantial text overlap with arXiv:1710.06573

Subjects: Statistics Theory (math.ST)

[26] arXiv:2411.12366 [pdf, other]

Title: Different PCA approaches for vector functional time series with applications to resistive switching processes

C. Acal, A.M. Aguilera, F.J. Alonso, J.E. Ruiz-Castro, J.B. Roldán

Journal-ref: Mathematics and Computers in Simulation, Volume 223, 2024, 288-298

Subjects: Statistics Theory (math.ST)

[27] arXiv:2411.12119 [pdf, html, other]

Title: Asymptotics in Multiple Hypotheses Testing under Dependence: beyond Normality

Monitirtha Dey

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

[28] arXiv:2411.12623 (cross-list from math.PR) [pdf, html, other]

Title: Random signed measures

Riccardo Passeggeri

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

[29] arXiv:2411.12578 (cross-list from stat.ME) [pdf, html, other]

Title: Robust Inference for High-dimensional Linear Models with Heavy-tailed Errors via Partial Gini Covariance

Yilin Zhang, Songshan Yang, Yunan Wu, Lan Wang

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

[30] arXiv:2411.12512 (cross-list from cs.CC) [pdf, html, other]

Title: Near-Optimal Time-Sparsity Trade-Offs for Solving Noisy Linear Equations

Kiril Bangachev, Guy Bresler, Stefan Tiegel, Vinod Vaikuntanathan

Comments: Abstract shortened to match arXiv requirements

Subjects: Computational Complexity (cs.CC); Cryptography and Security (cs.CR); Discrete Mathematics (cs.DM); Statistics Theory (math.ST)

[31] arXiv:2411.12127 (cross-list from cs.LG) [pdf, html, other]

Title: Fine-Grained Uncertainty Quantification via Collisions

Jesse Friedbaum, Sudarshan Adiga, Ravi Tandon

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

[32] arXiv:2411.12068 (cross-list from stat.ML) [pdf, html, other]

Title: The Statistical Accuracy of Neural Posterior and Likelihood Estimation

David T. Frazier, Ryan Kelly, Christopher Drovandi, David J. Warne

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

[33] arXiv:2411.12029 (cross-list from stat.ML) [pdf, html, other]

Title: On the Efficiency of ERM in Feature Learning

Ayoub El Hanchi, Chris J. Maddison, Murat A. Erdogdu

Comments: 23 pages, 0 figures

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

Tue, 19 Nov 2024 (showing 15 of 15 entries )

[34] arXiv:2411.11824 [pdf, other]

Title: Theoretical Foundations of Conformal Prediction

Anastasios N. Angelopoulos, Rina Foygel Barber, Stephen Bates

Comments: This material will be published by Cambridge University Press as Theoretical Foundations of Conformal Prediction by Anastasios N. Angelopoulos, Rina Foygel Barber and Stephen Bates. This prepublication version is free to view/download for personal use only. Not for redistribution/resale/use in derivative works. Copyright Anastasios N. Angelopoulos, Rina Foygel Barber and Stephen Bates, 2024

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

[35] arXiv:2411.11464 [pdf, html, other]

Title: PALMS: Parallel Adaptive Lasso with Multi-directional Signals for Latent Networks Reconstruction

Zhaoyu Xing, Wei Zhong

Comments: 48 pages

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

[36] arXiv:2411.11271 [pdf, html, other]

Title: Mean Estimation in Banach Spaces Under Infinite Variance and Martingale Dependence

Justin Whitehouse, Ben Chugg, Diego Martinez-Taboada, Aaditya Ramdas

Comments: 26 pages, 2 figures

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

[37] arXiv:2411.10785 [pdf, html, other]

Title: Variance bounds and robust tuning for pseudo-marginal Metropolis--Hastings algorithms

Chris Sherlock

Subjects: Statistics Theory (math.ST); Computation (stat.CO)

[38] arXiv:2411.10646 [pdf, html, other]

Title: Wasserstein Spatial Depth

François Bachoc, Alberto González-Sanz, Jean-Michel Loubes, Yisha Yao

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

[39] arXiv:2411.11748 (cross-list from stat.ML) [pdf, html, other]

Title: Debiased Regression for Root-N-Consistent Conditional Mean Estimation

Masahiro Kato

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Econometrics (econ.EM); Statistics Theory (math.ST); Methodology (stat.ME)

[40] arXiv:2411.11737 (cross-list from stat.ME) [pdf, other]

Title: Randomization-based Z-estimation for evaluating average and individual treatment effects

Tianyi Qu, Jiangchuan Du, Xinran Li

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

[41] arXiv:2411.11664 (cross-list from math.OC) [pdf, other]

Title: Block Coordinate DC Programming

Hoomaan Maskan, Paniz Halvachi, Suvrit Sra, Alp Yurtsever

Comments: 16 Pages, 1 figure

Subjects: Optimization and Control (math.OC); Statistics Theory (math.ST)

[42] arXiv:2411.11614 (cross-list from quant-ph) [pdf, other]

Title: On the physics of nested Markov models: a generalized probabilistic theory perspective

Xingjian Zhang, Yuhao Wang

Comments: 21 pages, 5 figures, 5 tables; Comments are welcome!

Subjects: Quantum Physics (quant-ph); Machine Learning (cs.LG); Statistics Theory (math.ST)

[43] arXiv:2411.11174 (cross-list from cs.LG) [pdf, html, other]

Title: Learning the Sherrington-Kirkpatrick Model Even at Low Temperature

Gautam Chandrasekaran, Adam Klivans

Subjects: Machine Learning (cs.LG); Data Structures and Algorithms (cs.DS); Statistics Theory (math.ST); Machine Learning (stat.ML)

[44] arXiv:2411.11132 (cross-list from stat.ML) [pdf, html, other]

Title: Variational Bayesian Bow tie Neural Networks with Shrinkage

Alisa Sheinkman, Sara Wade

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

[45] arXiv:2411.10959 (cross-list from econ.EM) [pdf, html, other]

Title: Program Evaluation with Remotely Sensed Outcomes

Ashesh Rambachan, Rahul Singh, Davide Viviano

Subjects: Econometrics (econ.EM); Machine Learning (cs.LG); Statistics Theory (math.ST); Applications (stat.AP); Methodology (stat.ME); Machine Learning (stat.ML)

[46] arXiv:2411.10908 (cross-list from stat.ME) [pdf, other]

Title: The Conflict Graph Design: Estimating Causal Effects under Arbitrary Neighborhood Interference

Vardis Kandiros, Charilaos Pipis, Constantinos Daskalakis, Christopher Harshaw

Subjects: Methodology (stat.ME); Data Structures and Algorithms (cs.DS); Statistics Theory (math.ST)

[47] arXiv:2411.10647 (cross-list from stat.ME) [pdf, html, other]

Title: False Discovery Control in Multiple Testing: A Brief Overview of Theories and Methodologies

Jianliang He, Bowen Gang, Luella Fu

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

[48] arXiv:2411.10633 (cross-list from math.PR) [pdf, html, other]

Title: A Geometric Perspective on the Injective Norm of Sums of Random Tensors

Afonso S. Bandeira, Sivakanth Gopi, Haotian Jiang, Kevin Lucca, Thomas Rothvoss

Subjects: Probability (math.PR); Information Theory (cs.IT); Statistics Theory (math.ST)