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Statistics Theory

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Total of 47 entries : 1-25 26-47
Showing up to 25 entries per page: fewer | more | all

Fri, 21 Jun 2024 (showing 11 of 11 entries )

[1] arXiv:2406.14451 [pdf, html, other]
Title: Gradient Estimation via Differentiable Metropolis-Hastings
Gaurav Arya, Moritz Schauer, Ruben Seyer
Comments: 27 pages, 3 figures
Subjects: Statistics Theory (math.ST); Probability (math.PR); Computation (stat.CO)
[2] arXiv:2406.14269 [pdf, html, other]
Title: Concentration of a sparse Bayesian model with Horseshoe prior in estimating high-dimensional precision matrix
The Tien Mai
Subjects: Statistics Theory (math.ST); Machine Learning (stat.ML)
[3] arXiv:2406.14140 [pdf, html, other]
Title: Nonparametric Jackknife Instrumental Variable Estimation and Confounding Robust Surrogate Indices
Aurélien Bibaut, Nathan Kallus, Apoorva Lal
Subjects: Statistics Theory (math.ST)
[4] arXiv:2406.13944 [pdf, html, other]
Title: Generalization error of min-norm interpolators in transfer learning
Yanke Song, Sohom Bhattacharya, Pragya Sur
Comments: 53 pages, 2 figures
Subjects: Statistics Theory (math.ST); Machine Learning (cs.LG); Methodology (stat.ME); Machine Learning (stat.ML)
[5] arXiv:2406.13513 [pdf, html, other]
Title: Sharp oracle inequalities and universality of the AIC and FPE
Moritz Jirak, Georg Köstenberger
Comments: 89 pages, 3 figures
Subjects: Statistics Theory (math.ST); Probability (math.PR)
[6] arXiv:2406.13447 [pdf, other]
Title: High-probability minimax lower bounds
Tianyi Ma, Kabir A. Verchand, Richard J. Samworth
Comments: 37 pages, 3 figures
Subjects: Statistics Theory (math.ST); Information Theory (cs.IT); Machine Learning (cs.LG); Machine Learning (stat.ML)
[7] arXiv:2406.14535 (cross-list from stat.ME) [pdf, html, other]
Title: On estimation and order selection for multivariate extremes via clustering
Shiyuan Deng, He Tang, Shuyang Bai
Comments: 31 pages, 12 figures
Subjects: Methodology (stat.ME); Statistics Theory (math.ST)
[8] arXiv:2406.13989 (cross-list from stat.ML) [pdf, html, other]
Title: Random pairing MLE for estimation of item parameters in Rasch model
Yuepeng Yang, Cong Ma
Subjects: Machine Learning (stat.ML); Information Theory (cs.IT); Machine Learning (cs.LG); Statistics Theory (math.ST)
[9] arXiv:2406.13635 (cross-list from stat.ME) [pdf, html, other]
Title: Temporal label recovery from noisy dynamical data
Yuehaw Khoo, Xin T. Tong, Wanjie Wang, Yuguan Wang
Comments: 20 pages, 4 figures
Subjects: Methodology (stat.ME); Statistics Theory (math.ST); Applications (stat.AP)
[10] arXiv:2406.13425 (cross-list from stat.ML) [pdf, html, other]
Title: Coupled Input-Output Dimension Reduction: Application to Goal-oriented Bayesian Experimental Design and Global Sensitivity Analysis
Qiao Chen, Elise Arnaud, Ricardo Baptista, Olivier Zahm
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Statistics Theory (math.ST)
[11] arXiv:2406.13036 (cross-list from stat.ML) [pdf, html, other]
Title: Sharp detection of low-dimensional structure in probability measures via dimensional logarithmic Sobolev inequalities
Matthew T.C. Li, Tiangang Cui, Fengyi Li, Youssef Marzouk, Olivier Zahm
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Probability (math.PR); Statistics Theory (math.ST); Computation (stat.CO)

Wed, 19 Jun 2024 (showing 9 of 9 entries )

[12] arXiv:2406.12446 [pdf, html, other]
Title: Adaptive Mean Estimation in the Hidden Markov sub-Gaussian Mixture Model
Vahe Karagulyan, Mohamed Ndaoud
Subjects: Statistics Theory (math.ST); Machine Learning (stat.ML)
[13] arXiv:2406.12437 [pdf, html, other]
Title: Slow rates of approximation of U-statistics and V-statistics by quadratic forms of Gaussians
Kevin Han Huang, Peter Orbanz
Subjects: Statistics Theory (math.ST); Probability (math.PR)
[14] arXiv:2406.12145 [pdf, other]
Title: Minimax Linear Regression under the Quantile Risk
Ayoub El Hanchi, Chris J. Maddison, Murat A. Erdogdu
Subjects: Statistics Theory (math.ST); Machine Learning (stat.ML)
[15] arXiv:2406.12706 (cross-list from math.CA) [pdf, html, other]
Title: The Laplace asymptotic expansion in high dimensions: a nonasymptotic analysis
Anya Katsevich
Subjects: Classical Analysis and ODEs (math.CA); Statistics Theory (math.ST)
[16] arXiv:2406.12678 (cross-list from stat.ML) [pdf, html, other]
Title: Contraction rates for conjugate gradient and Lanczos approximate posteriors in Gaussian process regression
Bernhard Stankewitz, Botond Szabo
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Statistics Theory (math.ST)
[17] arXiv:2406.12659 (cross-list from stat.ML) [pdf, html, other]
Title: A variational Bayes approach to debiased inference for low-dimensional parameters in high-dimensional linear regression
Ismaël Castillo, Alice L'Huillier, Kolyan Ray, Luke Travis
Comments: 46 pages, 5 figures
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Statistics Theory (math.ST)
[18] arXiv:2406.12560 (cross-list from stat.ML) [pdf, html, other]
Title: Bayesian Data Selection
Julian Rodemann
Comments: 5th Workshop on Data-Centric Machine Learning Research (DMLR) at ICML 2024
Subjects: Machine Learning (stat.ML); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Statistics Theory (math.ST)
[19] arXiv:2406.12366 (cross-list from cs.LG) [pdf, other]
Title: Structured Prediction in Online Learning
Pierre Boudart (DI-ENS, PSL), Alessandro Rudi (PSL, DI-ENS, Inria), Pierre Gaillard (UGA, LJK)
Comments: 29 pages
Subjects: Machine Learning (cs.LG); Statistics Theory (math.ST); Machine Learning (stat.ML)
[20] arXiv:2406.12205 (cross-list from cs.LG) [pdf, html, other]
Title: Order-Optimal Instance-Dependent Bounds for Offline Reinforcement Learning with Preference Feedback
Zhirui Chen, Vincent Y. F. Tan
Comments: Accepted to Models of Human Feedback for AI Alignment Workshop, ICML 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Information Theory (cs.IT); Statistics Theory (math.ST); Machine Learning (stat.ML)

Tue, 18 Jun 2024 (showing first 5 of 12 entries )

[21] arXiv:2406.11666 [pdf, html, other]
Title: ROTI-GCV: Generalized Cross-Validation for right-ROTationally Invariant Data
Kevin Luo, Yufan Li, Pragya Sur
Comments: 25 pages, 3 figures
Subjects: Statistics Theory (math.ST); Machine Learning (cs.LG); Machine Learning (stat.ML)
[22] arXiv:2406.11484 [pdf, other]
Title: Bayesian composite confidence interval for the tail index under randomly right-censored data
Abdelkader Ameraoui, Jean-François Dupuy (INSA), Kamal Boukhetala (USTHB)
Subjects: Statistics Theory (math.ST)
[23] arXiv:2406.11347 [pdf, html, other]
Title: Ergodic Estimation and Model Assessment for Dynamic Exceedance Times
Åsmund Hausken Sande
Subjects: Statistics Theory (math.ST)
[24] arXiv:2406.11152 [pdf, html, other]
Title: Limit Results for Estimation of Connectivity Matrix in Multi-layer Stochastic Block Models
Wenqing Su, Xiao Guo, Ying Yang
Subjects: Statistics Theory (math.ST)
[25] arXiv:2406.10854 [pdf, html, other]
Title: Asymptotic properties of a multicolored random reinforced urn model with an application to multi-armed bandits
Li Yang, Jiang Hu, Jianghao Li, Zhidong Bai
Subjects: Statistics Theory (math.ST)
Total of 47 entries : 1-25 26-47
Showing up to 25 entries per page: fewer | more | all