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Statistics Theory

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Total of 51 entries : 19-51 51-51
Showing up to 50 entries per page: fewer | more | all

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

[19] 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)
[20] 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)
[21] 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 )

[22] 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)
[23] 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)
[24] 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)
[25] 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)
[26] 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)
[27] 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)
[28] 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)
[29] 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)
[30] 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)
[31] 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)
[32] 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 )

[33] 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)
[34] 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)
[35] 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)
[36] 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)
[37] 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)
[38] 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)
[39] 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)
[40] 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)
[41] 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 )

[42] 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)
[43] 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)
[44] 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)
[45] 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)
[46] 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)
[47] 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)
[48] 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)
[49] 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)
[50] 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)
[51] 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)
Total of 51 entries : 19-51 51-51
Showing up to 50 entries per page: fewer | more | all