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Statistics Theory

Authors and titles for recent submissions

[ total of 37 entries: 1-37 ]
[ showing up to 41 entries per page: fewer | more ]

Mon, 29 Apr 2024

[1]  arXiv:2404.17491 [pdf, other]
Title: Computationally Efficient Algorithms for Simulating Isotropic Gaussian Random Fields on Graphs with Euclidean Edges
Authors: Alfredo Alegría, Xavier Emery, Tobia Filosi, Emilio Porcu
Subjects: Statistics Theory (math.ST)
[2]  arXiv:2404.17468 [pdf, ps, other]
Title: On Elliptical and Inverse Elliptical Wishart distributions: Review, new results, and applications
Authors: Imen Ayadi, Florent Bouchard, Frédéric Pascal
Subjects: Statistics Theory (math.ST); Methodology (stat.ME)
[3]  arXiv:2404.17441 [pdf, other]
Title: Comparison results for Markov tree distributions
Authors: Jonathan Ansari, Moritz Ritter
Subjects: Statistics Theory (math.ST); Probability (math.PR)
[4]  arXiv:2404.17222 [pdf, other]
Title: Asymptotic analysis for covariance parameter estimation of Gaussian processes with functional inputs
Authors: Lucas Reding (CERAMATHS), Andrés Felipe López-Lopera (CERAMATHS), François Bachoc (IMT)
Subjects: Statistics Theory (math.ST)
[5]  arXiv:2404.17211 [pdf, other]
Title: Pseudo-Observations and Super Learner for the Estimation of the Restricted Mean Survival Time
Authors: Ariane Cwiling (MAP5 - UMR 8145), Vittorio Perduca (MAP5 - UMR 8145), Olivier Bouaziz (MAP5 - UMR 8145)
Subjects: Statistics Theory (math.ST); Methodology (stat.ME); Machine Learning (stat.ML)
[6]  arXiv:2404.17209 [pdf, other]
Title: Generalized multi-view model: Adaptive density estimation under low-rank constraints
Authors: Julien Chhor (TSE-R), Olga Klopp (CREST-INSEE), Alexandre Tsybakov (CREST-INSEE)
Subjects: Statistics Theory (math.ST)
[7]  arXiv:2404.17562 (cross-list from stat.ME) [pdf, other]
Title: Boosting e-BH via conditional calibration
Authors: Junu Lee, Zhimei Ren
Subjects: Methodology (stat.ME); Statistics Theory (math.ST)
[8]  arXiv:2404.17358 (cross-list from cs.LG) [pdf, ps, other]
Title: Adversarial Consistency and the Uniqueness of the Adversarial Bayes Classifier
Authors: Natalie S. Frank
Comments: 17 pages
Subjects: Machine Learning (cs.LG); Statistics Theory (math.ST); Machine Learning (stat.ML)
[9]  arXiv:2404.16956 (cross-list from cs.LG) [pdf, other]
Title: A Notion of Uniqueness for the Adversarial Bayes Classifier
Authors: Natalie S. Frank
Comments: 46 pages, 7 figures
Subjects: Machine Learning (cs.LG); Statistics Theory (math.ST); Machine Learning (stat.ML)
[10]  arXiv:2404.16881 (cross-list from cs.LG) [pdf, other]
Title: On uncertainty-penalized Bayesian information criterion
Authors: Pongpisit Thanasutives, Ken-ichi Fukui
Comments: 4 pages, 2 figures
Subjects: Machine Learning (cs.LG); Statistics Theory (math.ST)

Fri, 26 Apr 2024

[11]  arXiv:2404.16742 [pdf, ps, other]
Title: Bayesian Nonparametric Inference in McKean-Vlasov models
Authors: Richard Nickl, Grigorios A. Pavliotis, Kolyan Ray
Comments: 25 pages
Subjects: Statistics Theory (math.ST); Analysis of PDEs (math.AP); Numerical Analysis (math.NA)
[12]  arXiv:2404.16598 [pdf, other]
Title: Uncovering Data Across Continua: An Introduction to Functional Data Analysis
Authors: Sophie Dabo-Niang, Camille Frévent
Subjects: Statistics Theory (math.ST)
[13]  arXiv:2404.16228 [pdf, other]
Title: Which statistical hypotheses are afflicted with false confidence?
Authors: Ryan Martin
Comments: 8-page conference paper. Comments welcome at this https URL
Subjects: Statistics Theory (math.ST)
[14]  arXiv:2404.16746 (cross-list from stat.ME) [pdf, other]
Title: Estimating the Number of Components in Finite Mixture Models via Variational Approximation
Authors: Chenyang Wang, Yun Yang
Subjects: Methodology (stat.ME); Statistics Theory (math.ST); Machine Learning (stat.ML)
[15]  arXiv:2404.16519 (cross-list from cs.IT) [pdf, ps, other]
Title: Unbiased Estimating Equation on Inverse Divergence and Its Conditions
Authors: Masahiro Kobayashi, Kazuho Watanabe
Comments: Accepted to the 2024 IEEE International Symposium on Information Theory (ISIT 2024)
Subjects: Information Theory (cs.IT); Machine Learning (cs.LG); Statistics Theory (math.ST)
[16]  arXiv:2404.16287 (cross-list from stat.ML) [pdf, other]
Title: Differentially Private Federated Learning: Servers Trustworthiness, Estimation, and Statistical Inference
Authors: Zhe Zhang, Ryumei Nakada, Linjun Zhang
Comments: 56 pages, 3 figures
Subjects: Machine Learning (stat.ML); Cryptography and Security (cs.CR); Machine Learning (cs.LG); Statistics Theory (math.ST); Methodology (stat.ME)

Thu, 25 Apr 2024

[17]  arXiv:2404.15843 [pdf, other]
Title: Large-sample theory for inferential models: a possibilistic Bernstein--von Mises theorem
Authors: Ryan Martin, Jonathan P. Williams
Comments: 8-page conference paper. Comments welcome at this https URL
Subjects: Statistics Theory (math.ST); Methodology (stat.ME)
[18]  arXiv:2404.15797 [pdf, other]
Title: Optimal Experimental Design for Large-Scale Inverse Problems via Multi-PDE-constrained Optimization
Authors: Andrea Petrocchi, Matthias K. Scharrer, Franz Pichler, Stefan Volkwein
Comments: 29 pages, 8 figures
Subjects: Statistics Theory (math.ST); Optimization and Control (math.OC)
[19]  arXiv:2404.15764 [pdf, other]
Title: Assessment of the quality of a prediction
Authors: Roger Sewell, Elisabeth Crowe, Sharokh F. Shariat
Comments: 16 pages, 3 figures
Subjects: Statistics Theory (math.ST); Methodology (stat.ME)
[20]  arXiv:2404.15654 [pdf, other]
Title: Autoregressive Networks with Dependent Edges
Authors: Jinyuan Chang, Qin Fang, Eric D. Kolaczyk, Peter W. MacDonald, Qiwei Yao
Comments: 27 pages, 2 tables, 4 figures
Subjects: Statistics Theory (math.ST); Methodology (stat.ME)
[21]  arXiv:2404.15649 [pdf, other]
Title: The Impact of Loss Estimation on Gibbs Measures
Authors: David T. Frazier, Jeremias Knoblauch, Christopher Drovandi
Subjects: Statistics Theory (math.ST); Computation (stat.CO); Methodology (stat.ME)
[22]  arXiv:2404.15484 [pdf, ps, other]
Title: Uncertainty, Imprecise Probabilities and Interval Capacity Measures on a Product Space
Authors: Marcello Basili, Luca Pratelli
Subjects: Statistics Theory (math.ST); Methodology (stat.ME)
[23]  arXiv:2404.15454 [pdf, ps, other]
Title: Prediction from compression for models with infinite memory, with applications to hidden Markov and renewal processes
Authors: Yanjun Han, Tianze Jiang, Yihong Wu
Comments: 37 Pages
Subjects: Statistics Theory (math.ST); Information Theory (cs.IT)
[24]  arXiv:2404.15617 (cross-list from cs.LG) [pdf, other]
Title: DPO: Differential reinforcement learning with application to optimal configuration search
Authors: Chandrajit Bajaj, Minh Nguyen
Comments: 24 pages, 1 figure, 2 tables
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Optimization and Control (math.OC); Statistics Theory (math.ST)
[25]  arXiv:2404.15302 (cross-list from eess.SP) [pdf, other]
Title: Robust Phase Retrieval by Alternating Minimization
Authors: Seonho Kim, Kiryung Lee
Subjects: Signal Processing (eess.SP); Optimization and Control (math.OC); Statistics Theory (math.ST)

Wed, 24 Apr 2024

[26]  arXiv:2404.15170 [pdf, other]
Title: An Introduction to Complex Random Tensors
Authors: Divyanshu Pandey, Alexis Decurninge, Harry Leib
Subjects: Statistics Theory (math.ST); Signal Processing (eess.SP)
[27]  arXiv:2404.14751 [pdf, ps, other]
Title: Eigenvector distributions and optimal shrinkage estimators for large covariance and precision matrices
Authors: Xiucai Ding, Yun Li, Fan Yang
Comments: 61 pages, 6 figures
Subjects: Statistics Theory (math.ST); Probability (math.PR)
[28]  arXiv:2404.15258 (cross-list from math.PR) [pdf, other]
Title: Score matching for sub-Riemannian bridge sampling
Authors: Erlend Grong, Karen Habermann, Stefan Sommer
Comments: 33 pages, 4 figures
Subjects: Probability (math.PR); Machine Learning (cs.LG); Differential Geometry (math.DG); Statistics Theory (math.ST); Machine Learning (stat.ML)
[29]  arXiv:2404.15253 (cross-list from stat.CO) [pdf, other]
Title: GIST: Gibbs self-tuning for locally adaptive Hamiltonian Monte Carlo
Authors: Nawaf Bou-Rabee, Bob Carpenter, Milo Marsden
Comments: for companion code, see this https URL
Subjects: Computation (stat.CO); Statistics Theory (math.ST); Machine Learning (stat.ML)
[30]  arXiv:2404.15060 (cross-list from stat.ME) [pdf, other]
Title: Fast and reliable confidence intervals for a variance component or proportion
Authors: Yiqiao Zhang, Karl Oskar Ekvall, Aaron J. Molstad
Subjects: Methodology (stat.ME); Statistics Theory (math.ST)
[31]  arXiv:2404.14888 (cross-list from math.PR) [pdf, ps, other]
Title: Hoeffding's inequality for continuous-time Markov chains
Authors: Jinpeng Liu, Yuanyuan Liu, Lin Zhou
Comments: 20 pages
Subjects: Probability (math.PR); Statistics Theory (math.ST)

Tue, 23 Apr 2024

[32]  arXiv:2404.14229 [pdf, other]
Title: Colored Stochastic Multiplicative Processes with Additive Noise Unveil a Third-Order PDE, Defying Conventional FPE and Fick-Law Paradigms
Authors: Marco Bianucci, Mauro Bologna, Riccardo Mannella
Comments: 25 pages, 4 figures
Subjects: Statistics Theory (math.ST); Statistical Mechanics (cond-mat.stat-mech); Probability (math.PR)
[33]  arXiv:2404.14227 [pdf, ps, other]
Title: Estimation for SLS models: finite sample guarantees
Authors: Vladimir Spokoiny
Subjects: Statistics Theory (math.ST)
[34]  arXiv:2404.13960 [pdf, other]
Title: A Geometric Perspective on Double Robustness by Semiparametric Theory and Information Geometry
Authors: Andrew Ying
Subjects: Statistics Theory (math.ST)
[35]  arXiv:2404.13822 [pdf, other]
Title: Higher-Order Graphon Theory: Fluctuations, Degeneracies, and Inference
Authors: Anirban Chatterjee, Soham Dan, Bhaswar B. Bhattacharya
Comments: Abstract shortened to meet arXiv requirements
Subjects: Statistics Theory (math.ST); Probability (math.PR)
[36]  arXiv:2404.13248 [pdf, ps, other]
Title: Pure Significance Tests for Multinomial and Binomial Distributions: the Uniform Alternative
Authors: Michael D. Perlman
Comments: 32 pages, 3 tables
Subjects: Statistics Theory (math.ST)
[37]  arXiv:2404.13355 (cross-list from math.NA) [pdf, other]
Title: Extrapolation and generative algorithms for three applications in finance
Authors: Philippe G. LeFloch, Jean-Marc Mercier, Shohruh Miryusupov
Comments: 9 pages
Subjects: Numerical Analysis (math.NA); Statistics Theory (math.ST)
[ total of 37 entries: 1-37 ]
[ showing up to 41 entries per page: fewer | more ]

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