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Statistics Theory

Authors and titles for recent submissions, skipping first 25

[ total of 50 entries: 1-50 | 26-50 ]
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Tue, 14 May 2024 (continued, showing last 3 of 20 entries)

[26]  arXiv:2405.06813 (cross-list from stat.ME) [pdf, other]
Title: A note on distance variance for categorical variables
Authors: Qingyang Zhang
Comments: 3 figures
Subjects: Methodology (stat.ME); Statistics Theory (math.ST)
[27]  arXiv:2405.06799 (cross-list from stat.ME) [pdf, other]
Title: Riemannian Statistics for Any Type of Data
Authors: Oldemar Rodriguez Rojas
Subjects: Methodology (stat.ME); Statistics Theory (math.ST)
[28]  arXiv:2405.06796 (cross-list from stat.ME) [pdf, other]
Title: The Multiple Change-in-Gaussian-Mean Problem
Authors: Paul Fearnhead, Piotr Fryzlewicz
Comments: This is a draft chapter from the forthcoming book "Change-Point Detection and Data Segmentation" by Paul Fearnhead and Piotr Fryzlewicz. Comments, particularly regarding the history of work in this area, are welcome
Subjects: Methodology (stat.ME); Statistics Theory (math.ST); Computation (stat.CO)

Mon, 13 May 2024

[29]  arXiv:2405.06477 [pdf, ps, other]
Title: Asymptotic Normality of $U$-Statistics is Equivalent to Convergence in the Wasserstein Distance
Authors: Marius Kroll
Subjects: Statistics Theory (math.ST)
[30]  arXiv:2405.06437 [pdf, ps, other]
Title: Generalized van Trees inequality: Local minimax bounds for non-smooth functionals and irregular statistical models
Authors: Kenta Takatsu, Arun Kumar Kuchibhotla
Subjects: Statistics Theory (math.ST)
[31]  arXiv:2405.06428 [pdf, other]
Title: Weighted past and paired dynamic varentropy measures, their properties and usefulness
Authors: Shital Saha, Suchandan Kayal
Subjects: Statistics Theory (math.ST)
[32]  arXiv:2405.06397 (cross-list from physics.data-an) [pdf, other]
Title: Statistical divergences in high-dimensional hypothesis testing and a modern technique for estimating them
Authors: Jeremy J.H. Wilkinson, Christopher G. Lester
Subjects: Data Analysis, Statistics and Probability (physics.data-an); High Energy Physics - Experiment (hep-ex); High Energy Physics - Phenomenology (hep-ph); Statistics Theory (math.ST)
[33]  arXiv:2405.06200 (cross-list from math-ph) [pdf, ps, other]
Title: Restricted isometric compression of sparse datasets into low-dimensional varieties
Authors: Vasile Pop, Iuliana Teodorescu, Razvan Teodorescu
Subjects: Mathematical Physics (math-ph); Functional Analysis (math.FA); Optimization and Control (math.OC); Representation Theory (math.RT); Statistics Theory (math.ST)
[34]  arXiv:2405.06167 (cross-list from math-ph) [pdf, ps, other]
Title: Integrability-preserving regularizations of Laplacian Growth
Authors: Razvan Teodorescu
Journal-ref: Math. Model. Nat. Phenom. 15 (2020) 9
Subjects: Mathematical Physics (math-ph); Dynamical Systems (math.DS); Statistics Theory (math.ST)

Fri, 10 May 2024

[35]  arXiv:2405.05679 [pdf, other]
Title: Non-asymptotic estimates for accelerated high order Langevin Monte Carlo algorithms
Authors: Ariel Neufeld, Ying Zhang
Subjects: Statistics Theory (math.ST); Probability (math.PR); Computation (stat.CO); Machine Learning (stat.ML)
[36]  arXiv:2405.05656 [pdf, ps, other]
Title: Consistent Empirical Bayes estimation of the mean of a mixing distribution without identifiability assumption. With applications to treatment of non-response
Authors: Eitan Greenshtein
Comments: 17 pages
Subjects: Statistics Theory (math.ST); Methodology (stat.ME)
[37]  arXiv:2405.05644 [pdf, other]
Title: Estimation of ill-conditioned models using penalized sums of squares of the residuals
Authors: Román Salmerón Gómez, Catalina B. García García
Comments: Working paper with 35 pages, 9 tables, 7 figures
Subjects: Statistics Theory (math.ST)
[38]  arXiv:2405.05597 [pdf, ps, other]
Title: The empirical copula process in high dimensions: Stute's representation and applications
Authors: Axel Bücher, Cambyse Pakzad
Comments: 24 pages
Subjects: Statistics Theory (math.ST)
[39]  arXiv:2405.05419 [pdf, other]
Title: Decompounding Under General Mixing Distributions
Authors: Denis Belomestny, Ekaterina Morozova, Vladimir Panov
Comments: 21 page, 2 figures
Subjects: Statistics Theory (math.ST); Methodology (stat.ME)
[40]  arXiv:2405.05344 [pdf, other]
Title: A note on the minimax risk of sparse linear regression
Authors: Yilin Guo, Shubhangi Ghosh, Haolei Weng, Arian Maleki
Subjects: Statistics Theory (math.ST)
[41]  arXiv:2405.05512 (cross-list from cs.LG) [pdf, other]
Title: Characteristic Learning for Provable One Step Generation
Authors: Zhao Ding, Chenguang Duan, Yuling Jiao, Ruoxuan Li, Jerry Zhijian Yang, Pingwen Zhang
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Numerical Analysis (math.NA); Statistics Theory (math.ST)
[42]  arXiv:2405.05459 (cross-list from stat.ME) [pdf, other]
Title: Estimation and Inference for Change Points in Functional Regression Time Series
Authors: Shivam Kumar, Haotian Xu, Haeran Cho, Daren Wang
Subjects: Methodology (stat.ME); Statistics Theory (math.ST)
[43]  arXiv:2405.05403 (cross-list from stat.ME) [pdf, other]
Title: A fast and accurate inferential method for complex parametric models: the implicit bootstrap
Authors: Samuel Orso, Mucyo Karemera, Maria-Pia Victoria-Feser, Stéphane Guerrier
Subjects: Methodology (stat.ME); Statistics Theory (math.ST); Computation (stat.CO)

Thu, 9 May 2024

[44]  arXiv:2405.05110 [pdf, other]
Title: Uncertainty quantification in metric spaces
Authors: Gábor Lugosi, Marcos Matabuena
Subjects: Statistics Theory (math.ST); Machine Learning (stat.ML)
[45]  arXiv:2405.04715 [pdf, other]
Title: Causality Pursuit from Heterogeneous Environments via Neural Adversarial Invariance Learning
Authors: Yihong Gu, Cong Fang, Peter Bühlmann, Jianqing Fan
Comments: 47 pages, 5 figures with appendix
Subjects: Statistics Theory (math.ST); Machine Learning (cs.LG); Methodology (stat.ME); Machine Learning (stat.ML)
[46]  arXiv:2405.05190 (cross-list from stat.ML) [pdf, ps, other]
Title: Is Transductive Learning Equivalent to PAC Learning?
Authors: Shaddin Dughmi, Yusuf Kalayci, Grayson York
Subjects: Machine Learning (stat.ML); Data Structures and Algorithms (cs.DS); Machine Learning (cs.LG); Statistics Theory (math.ST)
[47]  arXiv:2405.05081 (cross-list from stat.ML) [pdf, other]
Title: Robust deep learning from weakly dependent data
Authors: William Kengne, Modou Wade
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Statistics Theory (math.ST)
[48]  arXiv:2405.04796 (cross-list from math.AT) [pdf, other]
Title: Persistent homology of featured time series data and its applications
Authors: Eunwoo Heo, Jae-Hun Jung
Subjects: Algebraic Topology (math.AT); Computational Geometry (cs.CG); Statistics Theory (math.ST)
[49]  arXiv:2405.04628 (cross-list from math.OC) [pdf, other]
Title: Wasserstein Proximal Coordinate Gradient Algorithms
Authors: Rentian Yao, Xiaohui Chen, Yun Yang
Subjects: Optimization and Control (math.OC); Statistics Theory (math.ST)
[50]  arXiv:2405.04554 (cross-list from cs.CR) [pdf, other]
Title: Differentially Private Synthetic Data with Private Density Estimation
Authors: Nikolija Bojkovic, Po-Ling Loh
Comments: Accepted to ISIT 2024
Subjects: Cryptography and Security (cs.CR); Information Theory (cs.IT); Machine Learning (cs.LG); Statistics Theory (math.ST); Machine Learning (stat.ML)
[ total of 50 entries: 1-50 | 26-50 ]
[ showing 50 entries per page: fewer | more ]

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