Computation

Authors and titles for recent submissions

• Fri, 21 Jun 2024
• Wed, 19 Jun 2024
• Tue, 18 Jun 2024
• Mon, 17 Jun 2024
• Fri, 14 Jun 2024

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Fri, 21 Jun 2024 (showing 6 of 6 entries )

[1] arXiv:2406.14292 [pdf, html, other]

Title: Proximal Interacting Particle Langevin Algorithms

Paula Cordero Encinar, Francesca R. Crucinio, O. Deniz Akyildiz

Comments: 50 pages

Subjects: Computation (stat.CO); Optimization and Control (math.OC); Machine Learning (stat.ML)

[2] arXiv:2406.14451 (cross-list from math.ST) [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)

[3] arXiv:2406.14062 (cross-list from q-bio.QM) [pdf, html, other]

Title: An agent-based model of behaviour change calibrated to reversal learning data

Roben Delos Reyes, Hugo Lyons Keenan, Cameron Zachreson

Comments: 23 pages, 5 figures

Subjects: Quantitative Methods (q-bio.QM); Biological Physics (physics.bio-ph); Computation (stat.CO)

[4] arXiv:2406.13691 (cross-list from stat.ME) [pdf, html, other]

Title: Computationally efficient multi-level Gaussian process regression for functional data observed under completely or partially regular sampling designs

Adam Gorm Hoffmann, Claus Thorn Ekstrøm, Andreas Kryger Jensen

Comments: 48 pages, 3 figures

Subjects: Methodology (stat.ME); Computation (stat.CO)

[5] arXiv:2406.13151 (cross-list from stat.ML) [pdf, html, other]

Title: von Mises Quasi-Processes for Bayesian Circular Regression

Yarden Cohen, Alexandre Khae Wu Navarro, Jes Frellsen, Richard E. Turner, Raziel Riemer, Ari Pakman

Comments: Contribution to the Structured Probabilistic Inference & Generative Modeling workshop of ICML 2024

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Computation (stat.CO)

[6] 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 1 of 1 entries )

[7] arXiv:2406.12017 (cross-list from stat.ML) [pdf, html, other]

Title: Sparsity-Constraint Optimization via Splicing Iteration

Zezhi Wang, Jin Zhu, Junxian Zhu, Borui Tang, Hongmei Lin, Xueqin Wang

Comments: 34 pages

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Computation (stat.CO)

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

[8] arXiv:2406.11246 [pdf, html, other]

Title: Parallelizing MCMC with Machine Learning Classifier and Its Criterion Based on Kullback-Leibler Divergence

Tomoki Matsumoto, Yuichiro Kanazawa

Subjects: Computation (stat.CO)

[9] arXiv:2406.10711 [pdf, html, other]

Title: Symmetry-driven embedding of networks in hyperbolic space

Simon Lizotte, Jean-Gabriel Young, Antoine Allard

Subjects: Computation (stat.CO); Social and Information Networks (cs.SI); Machine Learning (stat.ML)

[10] arXiv:2406.10464 [pdf, html, other]

Title: The data augmentation algorithm

Vivekananda Roy, Kshitij Khare, James P. Hobert

Subjects: Computation (stat.CO); Methodology (stat.ME); Machine Learning (stat.ML)

[11] arXiv:2406.11664 (cross-list from stat.ML) [pdf, html, other]

Title: Diffusion Generative Modelling for Divide-and-Conquer MCMC

C. Trojan, P. Fearnhead, C. Nemeth

Comments: 16 pages, 5 figures

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Computation (stat.CO)

[12] arXiv:2406.10262 (cross-list from cs.IR) [pdf, html, other]

Title: Fast solution to the fair ranking problem using the Sinkhorn algorithm

Yuki Uehara, Shunnosuke Ikeda, Naoki Nishimura, Koya Ohashi, Yilin Li, Jie Yang, Deddy Jobson, Xingxia Zha, Takeshi Matsumoto, Noriyoshi Sukegawa, Yuichi Takano

Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Optimization and Control (math.OC); Computation (stat.CO)

Mon, 17 Jun 2024 (showing 1 of 1 entries )

[13] arXiv:2406.09887 [pdf, html, other]

Title: Split-Apply-Combine with Dynamic Grouping

Mark P.J. van der Loo

Comments: Accepted for publication

Subjects: Computation (stat.CO); Applications (stat.AP)

Fri, 14 Jun 2024 (showing 4 of 4 entries )

[14] arXiv:2406.09311 [pdf, other]

Title: Learning High-dimensional Latent Variable Models via Doubly Stochastic Optimisation by Unadjusted Langevin

Motonori Oka, Yunxiao Chen, Irini Moustaki

Subjects: Computation (stat.CO)

[15] arXiv:2406.09387 (cross-list from stat.ML) [pdf, html, other]

Title: Oblivious subspace embeddings for compressed Tucker decompositions

Matthew Pietrosanu, Bei Jiang, Linglong Kong

Subjects: Machine Learning (stat.ML); Computation (stat.CO); Methodology (stat.ME)

[16] arXiv:2406.09195 (cross-list from stat.ME) [pdf, html, other]

Title: When Pearson $\chi^2$ and other divisible statistics are not goodness-of-fit tests

Sara Algeri, Estate V. Khmaladze

Subjects: Methodology (stat.ME); Statistics Theory (math.ST); Data Analysis, Statistics and Probability (physics.data-an); Computation (stat.CO)

[17] arXiv:2406.09010 (cross-list from stat.ME) [pdf, html, other]

Title: A geometric approach to informed MCMC sampling

Vivekananda Roy

Subjects: Methodology (stat.ME); Computation (stat.CO)