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Statistics Theory

Authors and titles for recent submissions

[ total of 68 entries: 1-44 | 45-68 ]
[ showing 44 entries per page: fewer | more | all ]

Tue, 28 May 2024

[1]  arXiv:2405.17318 [pdf, other]
Title: Extremal correlation coefficient for functional data
Authors: Mihyun Kim, Piotr Kokoszka
Subjects: Statistics Theory (math.ST); Methodology (stat.ME)
[2]  arXiv:2405.16736 [pdf, ps, other]
Title: A Separation in Heavy-Tailed Sampling: Gaussian vs. Stable Oracles for Proximal Samplers
Authors: Ye He, Alireza Mousavi-Hosseini, Krishnakumar Balasubramanian, Murat A. Erdogdu
Subjects: Statistics Theory (math.ST); Machine Learning (stat.ML)
[3]  arXiv:2405.16696 [pdf, other]
Title: How many samples are needed to train a deep neural network?
Authors: Pegah Golestaneh, Mahsa Taheri, Johannes Lederer
Subjects: Statistics Theory (math.ST); Machine Learning (stat.ML)
[4]  arXiv:2405.16527 [pdf, ps, other]
Title: Adaptive estimation of the $\mathbb{L}_2$-norm of a probability density and related topics II. Upper bounds via the oracle approach
Authors: Galatia Cleanthous, Athanasios G. Georgiadis, Oleg V. Lepski
Subjects: Statistics Theory (math.ST)
[5]  arXiv:2405.16515 [pdf, ps, other]
Title: Adaptive estimation of $\mathbb{L}_2$-norm of a probability density and related topics I. Lower bounds
Authors: Galatia Cleanthous, Athanasios G. Georgiadis, Oleg V. Lepski
Subjects: Statistics Theory (math.ST)
[6]  arXiv:2405.16469 [pdf, ps, other]
Title: On Correlation Coefficients
Authors: Alexei Stepanov
Subjects: Statistics Theory (math.ST)
[7]  arXiv:2405.16331 [pdf, other]
Title: Confirming the Null: Remarks on Equivalence Testing and the Topology of Confirmation
Authors: Reid Dale
Comments: These are old notes on a three-valued logic relating to equivalence/inequivalence. Comments and feedback welcome. Further revisions are expected over time
Subjects: Statistics Theory (math.ST); Logic (math.LO)
[8]  arXiv:2405.16088 [pdf, ps, other]
Title: Estimating the normal-inverse-Wishart distribution
Authors: Jonathan So
Subjects: Statistics Theory (math.ST); Machine Learning (cs.LG); Machine Learning (stat.ML)
[9]  arXiv:2405.17117 (cross-list from stat.ME) [pdf, other]
Title: Robust Reproducible Network Exploration
Authors: Masaki Toyoda, Yoshimasa Uematsu
Subjects: Methodology (stat.ME); Statistics Theory (math.ST)
[10]  arXiv:2405.16828 (cross-list from cs.LG) [pdf, other]
Title: Kernel-based optimally weighted conformal prediction intervals
Authors: Jonghyeok Lee, Chen Xu, Yao Xie
Subjects: Machine Learning (cs.LG); Statistics Theory (math.ST); Machine Learning (stat.ML)
[11]  arXiv:2405.16732 (cross-list from stat.ML) [pdf, ps, other]
Title: The Collusion of Memory and Nonlinearity in Stochastic Approximation With Constant Stepsize
Authors: Dongyan Huo, Yixuan Zhang, Yudong Chen, Qiaomin Xie
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Optimization and Control (math.OC); Statistics Theory (math.ST)
[12]  arXiv:2405.16644 (cross-list from stat.ML) [pdf, other]
Title: Gaussian Approximation and Multiplier Bootstrap for Polyak-Ruppert Averaged Linear Stochastic Approximation with Applications to TD Learning
Authors: Sergey Samsonov, Eric Moulines, Qi-Man Shao, Zhuo-Song Zhang, Alexey Naumov
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Optimization and Control (math.OC); Probability (math.PR); Statistics Theory (math.ST)
[13]  arXiv:2405.16458 (cross-list from econ.TH) [pdf, ps, other]
Title: Comparing experiments in discounted problems
Authors: Ludovic Renou, Xavier Venel
Comments: 44 pages
Subjects: Theoretical Economics (econ.TH); Statistics Theory (math.ST)
[14]  arXiv:2405.16006 (cross-list from math.OC) [pdf, ps, other]
Title: Multifractal Analysis of the Sinkhorn Algorithm: Unveiling the Intricate Structure of Optimal Transport Maps
Authors: Jose Rafael Espinosa Mena
Comments: Submitted to the Journal of Fractal Geometry
Subjects: Optimization and Control (math.OC); Statistics Theory (math.ST)
[15]  arXiv:2405.15952 (cross-list from stat.CO) [pdf, other]
Title: Theoretical guarantees for lifted samplers
Authors: Philippe Gagnon, Florian Maire
Subjects: Computation (stat.CO); Statistics Theory (math.ST)

Mon, 27 May 2024

[16]  arXiv:2405.15649 [pdf, other]
Title: Asymptotic Theory for Estimation of the Husler-Reiss Distribution via Block Maxima Method
Authors: Hank Flury, Jan Hannig, Richard Smith
Subjects: Statistics Theory (math.ST)
[17]  arXiv:2405.15141 [pdf, other]
Title: Likelihood distortion and Bayesian local robustness
Authors: Antonio Di Noia, Fabrizio Ruggeri, Antonietta Mira
Subjects: Statistics Theory (math.ST); Methodology (stat.ME)
[18]  arXiv:2405.15041 [pdf, other]
Title: Estimation and goodness-of-fit testing for positive random variables with explicit Laplace transform
Authors: Lucio Barabesi, Antonio Di Noia, Marzia Marcheselli, Caterina Pisani, Luca Pratelli
Subjects: Statistics Theory (math.ST)
[19]  arXiv:2405.15754 (cross-list from stat.ML) [pdf, ps, other]
Title: Score-based generative models are provably robust: an uncertainty quantification perspective
Authors: Nikiforos Mimikos-Stamatopoulos, Benjamin J. Zhang, Markos A. Katsoulakis
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Statistics Theory (math.ST)
[20]  arXiv:2405.15709 (cross-list from cs.LG) [pdf, other]
Title: Information-theoretic Generalization Analysis for Expected Calibration Error
Authors: Futoshi Futami, Masahiro Fujisawa
Comments: 34 pages, 3 figures
Subjects: Machine Learning (cs.LG); Statistics Theory (math.ST); Machine Learning (stat.ML)
[21]  arXiv:2405.15536 (cross-list from physics.geo-ph) [pdf, other]
Title: A graph-space optimal transport FWI approach based on κ-generalized Gaussian distribution
Authors: Sérgio Luiz E.F. da Silva, G. Kaniadakis
Comments: 7 pages, 4 figures. Published in International Meeting for Applied Geoscience & Energy Expanded Abstracts 2023
Journal-ref: da Silva & Kaniadakis (2023) Third International Meeting for Applied Geoscience & Energy Expanded Abstracts. pp. 670-674
Subjects: Geophysics (physics.geo-ph); Statistics Theory (math.ST); Computational Physics (physics.comp-ph); Data Analysis, Statistics and Probability (physics.data-an); Applications (stat.AP)
[22]  arXiv:2405.15379 (cross-list from stat.ML) [pdf, ps, other]
Title: Log-Concave Sampling on Compact Supports: A Versatile Proximal Framework
Authors: Lu Yu
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Probability (math.PR); Statistics Theory (math.ST)
[23]  arXiv:2405.15294 (cross-list from stat.ML) [pdf, ps, other]
Title: Semi-Supervised Learning guided by the Generalized Bayes Rule under Soft Revision
Authors: Stefan Dietrich, Julian Rodemann, Christoph Jansen
Comments: Accepted at the 11th International Conference on Soft Methods in Probability and Statistics (SMPS) 2024
Subjects: Machine Learning (stat.ML); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Statistics Theory (math.ST); Methodology (stat.ME)
[24]  arXiv:2405.15132 (cross-list from stat.ML) [pdf, other]
Title: Beyond the noise: intrinsic dimension estimation with optimal neighbourhood identification
Authors: Antonio Di Noia, Iuri Macocco, Aldo Glielmo, Alessandro Laio, Antonietta Mira
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Statistics Theory (math.ST); Computation (stat.CO); Methodology (stat.ME)
[25]  arXiv:2405.15107 (cross-list from stat.ML) [pdf, ps, other]
Title: Is Algorithmic Stability Testable? A Unified Framework under Computational Constraints
Authors: Yuetian Luo, Rina Foygel Barber
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Statistics Theory (math.ST)
[26]  arXiv:2405.15074 (cross-list from stat.ML) [pdf, other]
Title: 4+3 Phases of Compute-Optimal Neural Scaling Laws
Authors: Elliot Paquette, Courtney Paquette, Lechao Xiao, Jeffrey Pennington
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Optimization and Control (math.OC); Probability (math.PR); Statistics Theory (math.ST)

Fri, 24 May 2024 (showing first 18 of 25 entries)

[27]  arXiv:2405.14494 [pdf, other]
Title: Entrywise error bounds for low-rank approximations of kernel matrices
Authors: Alexander Modell
Comments: 28 pages, 3 figures
Subjects: Statistics Theory (math.ST); Machine Learning (cs.LG)
[28]  arXiv:2405.14482 [pdf, other]
Title: Quantifying Multivariate Graph Dependencies: Theory and Estimation for Multiplex Graphs
Authors: Anda Skeja, Sofia C. Olhede
Subjects: Statistics Theory (math.ST); Information Theory (cs.IT); Combinatorics (math.CO); Probability (math.PR)
[29]  arXiv:2405.13940 [pdf, other]
Title: High-dimensional (Group) Adversarial Training in Linear Regression
Authors: Yiling Xie, Xiaoming Huo
Subjects: Statistics Theory (math.ST)
[30]  arXiv:2405.13912 [pdf, other]
Title: Matrix Denoising with Doubly Heteroscedastic Noise: Fundamental Limits and Optimal Spectral Methods
Authors: Yihan Zhang, Marco Mondelli
Subjects: Statistics Theory (math.ST); Information Theory (cs.IT); Machine Learning (cs.LG); Probability (math.PR); Machine Learning (stat.ML)
[31]  arXiv:2405.13690 [pdf, other]
Title: The effect of regularization in high dimensional Cox regression
Authors: Emanuele Massa
Subjects: Statistics Theory (math.ST); Disordered Systems and Neural Networks (cond-mat.dis-nn)
[32]  arXiv:2405.13531 [pdf, other]
Title: A stereographic test of spherical uniformity
Authors: Alberto Fernández-de-Marcos, Eduardo García-Portugués
Comments: 12 pages, 5 figures, 1 table
Subjects: Statistics Theory (math.ST)
[33]  arXiv:2405.13266 [pdf, other]
Title: Nonparametric estimation of FBSDEs with random terminal time
Authors: Shaolin Ji, Chenyao Yu, Linlin Zhu
Subjects: Statistics Theory (math.ST)
[34]  arXiv:2405.13153 [pdf, other]
Title: Max-sliced Wasserstein concentration and uniform ratio bounds of empirical measures on RKHS
Authors: Ruiyu Han, Cynthia Rush, Johannes Wiesel
Subjects: Statistics Theory (math.ST); Machine Learning (stat.ML)
[35]  arXiv:2405.13140 [pdf, ps, other]
Title: On Convergence of the Alternating Directions SGHMC Algorithm
Authors: Soumyadip Ghosh, Yingdong Lu, Tomasz Nowicki
Subjects: Statistics Theory (math.ST); Machine Learning (cs.LG); Probability (math.PR)
[36]  arXiv:2405.12984 [pdf, ps, other]
Title: Approximation of the Gompertz function with a multilogistic function
Authors: Grzegorz Rzadkowski
Comments: 9 pages, 12 figures
Subjects: Statistics Theory (math.ST)
[37]  arXiv:2405.14861 (cross-list from cs.LG) [pdf, ps, other]
Title: Adapting to Unknown Low-Dimensional Structures in Score-Based Diffusion Models
Authors: Gen Li, Yuling Yan
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Statistics Theory (math.ST); Machine Learning (stat.ML)
[38]  arXiv:2405.14686 (cross-list from stat.ME) [pdf, other]
Title: Efficient Algorithms for the Sensitivities of the Pearson Correlation Coefficient and Its Statistical Significance to Online Data
Authors: Marc Harary
Comments: Edited typos in: -Section 1, paragraph 2 - Section 1, paragraph 4 - Proof of Lemma 3.2 - Numbering in Lemma 3.6 - Section 4, paragraph 2 - Section 5.1, paragraph 1 - Section 5.1, paragraph 2 Added final sentence to Section 5.2, paragraph 4
Subjects: Methodology (stat.ME); Statistics Theory (math.ST)
[39]  arXiv:2405.14532 (cross-list from stat.ML) [pdf, other]
Title: Aligning Embeddings and Geometric Random Graphs: Informational Results and Computational Approaches for the Procrustes-Wasserstein Problem
Authors: Mathieu Even, Luca Ganassali, Jakob Maier, Laurent Massoulié
Comments: 28 pages, 1 figure. Comments are most welcome!
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Statistics Theory (math.ST)
[40]  arXiv:2405.14456 (cross-list from stat.ME) [pdf, ps, other]
Title: Cumulant-based approximation for fast and efficient prediction for species distribution
Authors: Osamu Komori, Yusuke Saigusa, Shinto Eguchi, Yasuhiro Kubota
Subjects: Methodology (stat.ME); Statistics Theory (math.ST)
[41]  arXiv:2405.14145 (cross-list from stat.ME) [pdf, other]
Title: Generalised Bayes Linear Inference
Authors: Lachlan Astfalck, Cassandra Bird, Daniel Williamson
Comments: Submitted to the Journal of the Royal Statistical Society: Series B
Subjects: Methodology (stat.ME); Statistics Theory (math.ST)
[42]  arXiv:2405.14085 (cross-list from quant-ph) [pdf, other]
Title: Testing Quantumness via Photon Statistics for Time-Bin based Quantum Random Number Generators
Authors: Nirupam Basak, Soumya Das, Goutam Paul
Subjects: Quantum Physics (quant-ph); Statistics Theory (math.ST)
[43]  arXiv:2405.14064 (cross-list from stat.ML) [pdf, other]
Title: Building a stable classifier with the inflated argmax
Authors: Jake A. Soloff, Rina Foygel Barber, Rebecca Willett
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Statistics Theory (math.ST)
[44]  arXiv:2405.14051 (cross-list from cs.LG) [pdf, ps, other]
Title: A Concentration Inequality for Maximum Mean Discrepancy (MMD)-based Statistics and Its Application in Generative Models
Authors: Yijin Ni, Xiaoming Huo
Subjects: Machine Learning (cs.LG); Statistics Theory (math.ST)
[ total of 68 entries: 1-44 | 45-68 ]
[ showing 44 entries per page: fewer | more | all ]

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