Computation

Authors and titles for March 2025

[1] arXiv:2503.00239 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: Wild posteriors in the wild Show Chinese title

Title: 野外的野性后验分布

Yunyi Shen, Tamara Broderick

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

[2] arXiv:2503.01566 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: Efficient Long-Term Structural Reliability Estimation with Non-Gaussian Stochastic Models: A Design of Experiments Approach Show Chinese title

Title: 基于试验设计方法的非高斯随机模型高效长期结构可靠性估计

Sebastian Winter, Christian Agrell, Juan Camilo Guevara Gómez, Erik Vanem

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

[3] arXiv:2503.01707 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: Metropolis Adjusted Microcanonical Hamiltonian Monte Carlo Show Chinese title

Title: Metropolis 调整的微正则哈密顿蒙特卡洛

Jakob Robnik, Reuben Cohn-Gordon, Uroš Seljak

Subjects: Computation (stat.CO)

[4] arXiv:2503.02818 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: Random sampling of contingency tables and partitions: Two practical examples of the Burnside process Show Chinese title

Title: 随机抽样列联表和划分：Burnside过程的两个实际例子

Persi Diaconis, Michael Howes

Comments: Replaced with version published in Statistics and Computing. 25 pages, 7 figures,

Journal-ref: Stat Comput 35, 181 (2025)

Subjects: Computation (stat.CO) ; Combinatorics (math.CO) ; Probability (math.PR)

[5] arXiv:2503.04246 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: Weighted Fisher divergence for high-dimensional Gaussian variational inference Show Chinese title

Title: 高维高斯变分推断的加权费舍尔散度

Aoxiang Chen, David J. Nott, Linda S. L. Tan

Comments: 30 pages, 10 figures

Subjects: Computation (stat.CO)

[6] arXiv:2503.05297 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: regMMD: An R package for parametric estimation and regression with maximum mean discrepancy Show Chinese title

Title: regMMD：用于最大均值差异的参数估计和回归的R包

Pierre Alquier, Mathieu Gerber

Comments: 21 pages, 3 figures

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

[7] arXiv:2503.06401 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: fastfrechet: An R package for fast implementation of Fréchet regression with distributional responses Show Chinese title

Title: fastfrechet：用于分布响应的快速Fréchet回归实现的R包

Alexander Coulter, Rebecca Lee, Irina Gaynanova

Comments: 4 pages, 2 figures

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

[8] arXiv:2503.06822 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: Model-based edge clustering for weighted networks with a noise component Show Chinese title

Title: 基于模型的加权网络边聚类及其噪声成分

Haomin Li, Daniel K. Sewell

Comments: 27 pages, 8 figures

Subjects: Computation (stat.CO)

[9] arXiv:2503.10930 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: Sparse Functional Data Classification via Bayesian Aggregation Show Chinese title

Title: 基于贝叶斯聚合的稀疏功能数据分类

Ahmad Talafha

Subjects: Computation (stat.CO)

[10] arXiv:2503.11479 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: Towards practical PDMP sampling: Metropolis adjustments, locally adaptive step-sizes, and NUTS-based time lengths Show Chinese title

Title: 迈向实用的PDMP抽样：Metropolis调整、局部自适应步长和基于NUTS的时间长度

Augustin Chevallier, Sam Power, Matthew Sutton

Subjects: Computation (stat.CO) ; Probability (math.PR) ; Statistics Theory (math.ST) ; Methodology (stat.ME)

[11] arXiv:2503.11583 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: A unified framework for multiple-try Metropolis algorithms Show Chinese title

Title: 多重尝试梅特罗波利斯算法的统一框架

Renny Doig, Liangliang Wang

Subjects: Computation (stat.CO)

[12] arXiv:2503.15287 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: Distributed Generalized Linear Models: A Privacy-Preserving Approach Show Chinese title

Title: 分布式广义线性模型：一种保护隐私的方法

Daniel Tinoco, Raquel Menezes, Carlos Baquero

Comments: Total PDF pages: 23 Figures: 7

Subjects: Computation (stat.CO) ; Distributed, Parallel, and Cluster Computing (cs.DC)

[13] arXiv:2503.16027 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: Distribution of Deep Gaussian process Gradients and Sequential Design for Simulators with Sharp Variations Show Chinese title

Title: 深度高斯过程梯度的分布与具有急剧变化的模拟器的序贯设计

Yiming Yang, Deyu Ming, Serge Guillas

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

[14] arXiv:2503.16222 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: Efficient Bayesian Computation Using Plug-and-Play Priors for Poisson Inverse Problems Show Chinese title

Title: 基于即插即用先验的泊松逆问题高效贝叶斯计算

Teresa Klatzer, Savvas Melidonis, Marcelo Pereyra, Konstantinos C. Zygalakis

Comments: 31 pages, 17 figures

Subjects: Computation (stat.CO) ; Computer Vision and Pattern Recognition (cs.CV) ; Numerical Analysis (math.NA) ; Machine Learning (stat.ML)

[15] arXiv:2503.16686 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: Spatial Data Science Languages: commonalities and needs Show Chinese title

Title: 空间数据科学语言：共性和需求

Edzer Pebesma, Martin Fleischmann, Josiah Parry, Jakub Nowosad, Anita Graser, Dewey Dunnington, Maarten Pronk, Rafael Schouten, Robin Lovelace, Marius Appel, Lorena Abad

Subjects: Computation (stat.CO) ; Programming Languages (cs.PL)

[16] arXiv:2503.17796 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: Langevin Bi-fidelity Importance Sampling for Failure Probability Estimation Show Chinese title

Title: Langevin双精度重要性采样用于失效概率估计

Nuojin Cheng, Alireza Doostan

Subjects: Computation (stat.CO)

[17] arXiv:2503.19524 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: Use of Lambert W function in the simulation of Weibull and non-Weibull distributions Show Chinese title

Title: Lambert W 函数在威布尔分布和非威布尔分布模拟中的应用

Subhashree Patra, Subarna Bhattacharjee

Subjects: Computation (stat.CO) ; Probability (math.PR)

[18] arXiv:2503.20250 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: Fast and Accurate Emulation of Complex Dynamic Simulators Show Chinese title

Title: 快速且准确的复杂动态模拟器仿真

Junoh Heo

Comments: 23 pages including references

Subjects: Computation (stat.CO)

[19] arXiv:2503.21543 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: A New Approach to Compositional Data Analysis using \(L^{\infty}\)-normalization with Applications to Vaginal Microbiome Show Chinese title

Title: 一种使用\(L^{\infty}\)-归一化的方法在组成数据分析中的新方法及其在阴道微生物组中的应用

Pawel Gajer, Jacques Ravel

Comments: 26 pages, 24 figures

Subjects: Computation (stat.CO)

[20] arXiv:2503.21673 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: A friendly introduction to triangular transport Show Chinese title

Title: 三角运输的友好介绍

Maximilian Ramgraber, Daniel Sharp, Mathieu Le Provost, Youssef Marzouk

Comments: 46 pages, 17 figures

Subjects: Computation (stat.CO) ; Atmospheric and Oceanic Physics (physics.ao-ph) ; Methodology (stat.ME) ; Machine Learning (stat.ML)

[21] arXiv:2503.21789 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: Bayesian inference of numerical modeling-based morphodynamics: Application to a dam-break over a mobile bed experiment Show Chinese title

Title: 基于数值模拟的形态动力学贝叶斯推断：在移动床溃坝实验中的应用

Cédric Goeury, Fabien Souillé

Subjects: Computation (stat.CO)

[22] arXiv:2503.23018 (cross-list from stat.CO) [cn-pdf, pdf, other]

Title: Likelihood Level Adapted Estimation of Marginal Likelihood for Bayesian Model Selection Show Chinese title

Title: 似然水平自适应的边缘似然贝叶斯模型选择估计

Subhayan De, Reza Farzad, Patrick T. Brewick, Erik A. Johnson, Steven F. Wojtkiewicz

Comments: 38 pages, 11 figures

Subjects: Computation (stat.CO) ; Probability (math.PR)

[23] arXiv:2503.24011 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: Simulations in Statistical Workflows Show Chinese title

Title: 统计工作流中的模拟

Paul-Christian Bürkner, Marvin Schmitt, Stefan T. Radev

Subjects: Computation (stat.CO)

[24] arXiv:2503.24236 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: Estimating a graph's spectrum via random Kirchhoff forests Show Chinese title

Title: 估计图的谱通过随机Kirchhoff森林

Simon Barthelmé, Fabienne Castell, Alexandre Gaudillière, Clothilde Melot, Matteo Quattropani, Nicolas Tremblay

Subjects: Computation (stat.CO) ; Statistics Theory (math.ST)

[25] arXiv:2503.00002 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Failure of Optimal Design Theory? A Case Study in Toxicology Using Sequential Robust Optimal Design Framework Show Chinese title

Title: 最优设计理论的失败？ 使用序贯鲁棒最优设计框架的毒理学案例研究

Elvis Han Cui, Michael Collins, Jessica Munson, Weng Kee Wong

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

[26] arXiv:2503.00251 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: A Framework to Analyze Multiscale Sampling MCMC Methods Show Chinese title

Title: 多尺度采样MCMC方法分析框架

Lucas Seiffert, Felipe Pereira

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

[27] arXiv:2503.00465 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Bayesian Inference for Non-Synchronously Observed Diffusions Show Chinese title

Title: 非同步观测扩散的贝叶斯推断

Ajay Jasra, Kengo Kamatani, Amin Wu

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

[28] arXiv:2503.00538 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Geometric Ergodicity of Gibbs Algorithms for a Normal Model With a Global-Local Shrinkage Prior Show Chinese title

Title: 吉布斯算法对于正态模型与全局-局部收缩先验的几何遍历性

Yasuyuki Hamura

Comments: Sections 4, 5, and 6 have been added; 28 pages

Subjects: Statistics Theory (math.ST) ; Computation (stat.CO)

[29] arXiv:2503.00815 (cross-list from stat.AP) [cn-pdf, pdf, html, other]

Title: Evaluation of adaptive sampling methods in scenario generation for virtual safety impact assessment of pre-crash safety systems Show Chinese title

Title: 预碰撞安全系统虚拟安全影响评估中自适应抽样方法的评估

Xiaomi Yang, Henrik Imberg, Carol Flannagan, Jonas Bärgman

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

[30] arXiv:2503.01414 (cross-list from cond-mat.soft) [cn-pdf, pdf, html, other]

Title: Temporal Correlations and Inelastic Dynamics in a Vibrated Binary Granular Mixture Show Chinese title

Title: 时间相关性和振动二元颗粒混合物中的非弹性动力学

Rameez Farooq Shah, Syed Rashid Ahmad, Shikha Kumari

Subjects: Soft Condensed Matter (cond-mat.soft) ; Computation (stat.CO)

[31] arXiv:2503.01509 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Recommendations for visual predictive checks in Bayesian workflow Show Chinese title

Title: 贝叶斯工作流中的视觉预测检查建议

Teemu Säilynoja, Andrew R. Johnson, Osvaldo A. Martin, Aki Vehtari

Comments: 24 pages, 29 figures

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

[32] arXiv:2503.02266 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Generalized Tree-Informed Mixed Model Regression Show Chinese title

Title: 广义树状信息混合模型回归

Jeremiah Allis, Xin Jin, Riddhi Ghosh

Comments: 19 pages, 6 figures, 4 tables

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

[33] arXiv:2503.02611 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Fast and robust invariant generalized linear models Show Chinese title

Title: 快速且鲁棒的不变广义线性模型

Parker Knight, Ndey Isatou Jobe, Rui Duan

Comments: 30 pages, 3 figures

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

[34] arXiv:2503.02906 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: Diagnosis of Patients with Viral, Bacterial, and Non-Pneumonia Based on Chest X-Ray Images Using Convolutional Neural Networks Show Chinese title

Title: 基于胸部X光片使用卷积神经网络诊断病毒性、细菌性和非肺炎患者

Carlos Arizmendi, Jorge Pinto, Alejandro Arboleda, Hernando González

Subjects: Image and Video Processing (eess.IV) ; Computer Vision and Pattern Recognition (cs.CV) ; Machine Learning (cs.LG) ; Computation (stat.CO)

[35] arXiv:2503.03526 (cross-list from math.OC) [cn-pdf, pdf, other]

Title: A Novel First-order Method with Event-driven Objective Evaluations Show Chinese title

Title: 一种具有事件驱动目标评估的新颖一阶方法

Christian Varner, Vivak Patel

Comments: 25 pages, 5 figures, 5 tables, 3 algorithms

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

[36] arXiv:2503.03550 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Semiparametric Growth-Curve Modeling in Hierarchical, Longitudinal Studies Show Chinese title

Title: 分层纵向研究中的半参数增长曲线建模

Rajesh Selukar

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

[37] arXiv:2503.04326 (cross-list from math.PR) [cn-pdf, pdf, html, other]

Title: Guided smoothing and control for diffusion processes Show Chinese title

Title: 引导平滑与扩散过程的控制

Oskar Eklund, Annika Lang, Moritz Schauer

Subjects: Probability (math.PR) ; Computation (stat.CO)

[38] arXiv:2503.04775 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Bhirkuti's Relative Efficiency (BRE): Examining its Performance in Psychometric Simulations Show Chinese title

Title: 柏丽图相对效率（BRE）：考察其在心理测量模拟中的表现

Aneel Bhusal, Todd D. Little

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

[39] arXiv:2503.05533 (cross-list from math.NA) [cn-pdf, pdf, html, other]

Title: Exploiting Inexact Computations in Multilevel Monte Carlo and Other Sampling Methods Show Chinese title

Title: 利用多级蒙特卡洛和其他采样方法中的不精确计算

Josef Martínek, Erin Carson, Robert Scheichl

Subjects: Numerical Analysis (math.NA) ; Computation (stat.CO)

[40] arXiv:2503.05906 (cross-list from quant-ph) [cn-pdf, pdf, html, other]

Title: Bypassing orthogonalization in the quantum DPP sampler Show Chinese title

Title: 在量子DPP采样器中绕过正交化

Michaël Fanuel, Rémi Bardenet

Comments: 44 pages, 16 figures. Minor corrections and details about the sketching cost

Subjects: Quantum Physics (quant-ph) ; Machine Learning (cs.LG) ; Computation (stat.CO)

[41] arXiv:2503.05985 (cross-list from cs.LG) [cn-pdf, pdf, html, other]

Title: Black Box Causal Inference: Effect Estimation via Meta Prediction Show Chinese title

Title: 黑盒因果推断：通过元预测进行效应估计

Lucius E.J. Bynum, Aahlad Manas Puli, Diego Herrero-Quevedo, Nhi Nguyen, Carlos Fernandez-Granda, Kyunghyun Cho, Rajesh Ranganath

Subjects: Machine Learning (cs.LG) ; Artificial Intelligence (cs.AI) ; Computation (stat.CO) ; Methodology (stat.ME) ; Machine Learning (stat.ML)

[42] arXiv:2503.06290 (cross-list from stat.AP) [cn-pdf, pdf, html, other]

Title: Analysis of Patterns in Recorded Signals of Software Systems With a Variance Based Segmentation Algorithm Show Chinese title

Title: 基于方差的分段算法在软件系统记录信号模式分析中的应用

Bojan Lukić, Thorben Knust, Andreas Rausch

Comments: 6 pages, 11 figures, private research

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

[43] arXiv:2503.06393 (cross-list from nlin.CD) [cn-pdf, pdf, html, other]

Title: Landscape computations for the edge of chaos in nonlinear dynamical systems Show Chinese title

Title: 非线性动力系统混沌边缘的景观计算

Motoki Nakata, Masaaki Imaizumi

Comments: 9 pages, 5 figures

Subjects: Chaotic Dynamics (nlin.CD) ; Disordered Systems and Neural Networks (cond-mat.dis-nn) ; Data Analysis, Statistics and Probability (physics.data-an) ; Computation (stat.CO)

[44] arXiv:2503.07775 (cross-list from cs.LG) [cn-pdf, pdf, html, other]

Title: Sublinear Algorithms for Wasserstein and Total Variation Distances: Applications to Fairness and Privacy Auditing Show Chinese title

Title: 次线性算法用于Wasserstein距离和总变差距离：公平性和隐私审计的应用

Debabrota Basu, Debarshi Chanda

Subjects: Machine Learning (cs.LG) ; Computers and Society (cs.CY) ; Data Structures and Algorithms (cs.DS) ; Computation (stat.CO)

[45] arXiv:2503.08572 (cross-list from nlin.CD) [cn-pdf, pdf, html, other]

Title: Effects of inertia on the asynchronous state of a disordered Kuramoto model Show Chinese title

Title: 惯性对无序Kuramoto模型异步状态的影响

Yagmur Kati, Ralf Toenjes, Benjamin Lindner

Comments: 11 pages, 6 figures

Subjects: Chaotic Dynamics (nlin.CD) ; Mathematical Physics (math-ph) ; Computation (stat.CO)

[46] arXiv:2503.08756 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: Frequency selection for the diagnostic characterization of human brain tumours Show Chinese title

Title: 人脑肿瘤诊断特征的频率选择

Carlos Arizmendi, Alfredo Vellido, Enrique Romero

Subjects: Image and Video Processing (eess.IV) ; Computer Vision and Pattern Recognition (cs.CV) ; Machine Learning (cs.LG) ; Applications (stat.AP) ; Computation (stat.CO)

[47] arXiv:2503.08902 (cross-list from stat.ML) [cn-pdf, pdf, html, other]

Title: A Deep Bayesian Nonparametric Framework for Robust Mutual Information Estimation Show Chinese title

Title: 一种用于鲁棒互信息估计的深度贝叶斯非参数框架

Forough Fazeliasl, Michael Minyi Zhang, Bei Jiang, Linglong Kong

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

[48] arXiv:2503.09541 (cross-list from stat.ML) [cn-pdf, pdf, html, other]

Title: Neural Network-Based Change Point Detection for Large-Scale Time-Evolving Data Show Chinese title

Title: 基于神经网络的大型时变数据变化点检测

Jialiang Geng, George Michailidis

Subjects: Machine Learning (stat.ML) ; Machine Learning (cs.LG) ; Applications (stat.AP) ; Computation (stat.CO) ; Methodology (stat.ME)

[49] arXiv:2503.09887 (cross-list from math.PR) [cn-pdf, pdf, html, other]

Title: On the contraction properties of Sinkhorn semigroups Show Chinese title

Title: 关于Sinkhorn半群的收缩性质

O. Deniz Akyildiz, Pierre del Moral, Joaquin Miguez

Subjects: Probability (math.PR) ; Computation (stat.CO) ; Machine Learning (stat.ML)

[50] arXiv:2503.10279 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Numerically robust Gaussian state estimation with singular observation noise Show Chinese title

Title: 具有奇异观测噪声的高斯状态估计的数值鲁棒性

Nicholas Krämer, Filip Tronarp

Subjects: Methodology (stat.ME) ; Machine Learning (cs.LG) ; Numerical Analysis (math.NA) ; Computation (stat.CO)