Computation

Authors and titles for September 2024

[1] arXiv:2409.00013 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: CEopt: A MATLAB Package for Non-convex Optimization with the Cross-Entropy Method Show Chinese title

Title: CEopt：一种用于非凸优化的MATLAB工具包，使用交叉熵方法

Americo Cunha Jr, Marcos Vinicius Issa, Julio Cesar Basilio, José Geraldo Telles Ribeiro

Subjects: Computation (stat.CO) ; Mathematical Software (cs.MS) ; Optimization and Control (math.OC) ; Methodology (stat.ME)

[2] arXiv:2409.00407 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: Response probability distribution estimation of expensive computer simulators: A Bayesian active learning perspective using Gaussian process regression Show Chinese title

Title: 昂贵计算机模拟器的响应概率分布估计：基于高斯过程回归的贝叶斯主动学习视角

Chao Dang, Marcos A. Valdebenito, Nataly A. Manque, Jun Xu, Matthias G.R. Faes

Subjects: Computation (stat.CO)

[3] arXiv:2409.01293 (cross-list from stat.CO) [cn-pdf, pdf, other]

Title: Extracting Signal out of Chaos: Advancements on MAGI for Bayesian Analysis of Dynamical Systems Show Chinese title

Title: 从混沌中提取信号：动态系统贝叶斯分析的MAGI进展

Skyler Wu

Comments: An honors thesis presented to the Harvard University Departments of Statistics and Mathematics. Advised by Professor Samuel Kou, Department of Statistics

Subjects: Computation (stat.CO) ; Machine Learning (cs.LG) ; Dynamical Systems (math.DS) ; Machine Learning (stat.ML)

[4] arXiv:2409.01316 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: Plasmode simulation for the evaluation of causal inference methods in homophilous social networks Show Chinese title

Title: 同质社交网络中因果推断方法的等效模拟

Vanessa McNealis, Erica E. M. Moodie, Nema Dean

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

[5] arXiv:2409.01547 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: The R package psvmSDR: A Unified Algorithm for Sufficient Dimension Reduction via Principal Machines Show Chinese title

Title: R包 psvmSDR：通过主机器进行有效维度降低的统一算法

Jungmin Shin, Seung Jun Shin, Andreas Artemiou

Comments: version 2.0

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

[6] arXiv:2409.01574 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: Policy Gradients for Optimal Parallel Tempering MCMC Show Chinese title

Title: 用于最优并行退火MCMC的策略梯度

Daniel Zhao, Natesh S. Pillai

Comments: 12 pages, 5 figures, accepted to ICML 2024 Workshop on Structured Probabilistic Inference & Generative Modeling

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

[7] arXiv:2409.02353 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: Conditional logistic individual-level models of spatial infectious disease dynamics Show Chinese title

Title: 条件逻辑个体水平的空间传染病动力学模型

Tahmina Akter, Rob Deardon

Subjects: Computation (stat.CO)

[8] arXiv:2409.02399 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: Guidance for twisted particle filter: a continuous-time perspective Show Chinese title

Title: 扭曲粒子滤波的指导：连续时间视角

Jianfeng Lu, Yuliang Wang

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

[9] arXiv:2409.03094 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: A Bayesian Optimization through Sequential Monte Carlo and Statistical Physics-Inspired Techniques Show Chinese title

Title: 通过序列蒙特卡罗和统计物理启发技术的贝叶斯优化

Anton Lebedev, Thomas Warford, M. Emre Şahin

Comments: 8 pages, 7 figures, accepted to the International Conference on Computer Science 2023

Journal-ref: Lecture Notes in Computer Science, vol 14077 (2023)

Subjects: Computation (stat.CO) ; Distributed, Parallel, and Cluster Computing (cs.DC) ; Data Analysis, Statistics and Probability (physics.data-an)

[10] arXiv:2409.03876 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: A tutorial on panel data analysis using partially observed Markov processes via the R package panelPomp Show Chinese title

Title: 使用R包panelPomp进行部分观测马尔可夫过程的面板数据分析教程

Carles Breto, Jesse Wheeler, Aaron A. King, Edward L. Ionides

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

[11] arXiv:2409.04387 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: Best Linear Unbiased Estimate from Privatized Contingency Tables Show Chinese title

Title: 从隐私化列联表中得到的最佳线性无偏估计

Jordan Awan, Adam Edwards, Paul Bartholomew, Andrew Sillers

Comments: 25 pages before references and appendices, 41 pages total, 2 figures and 7 tables

Subjects: Computation (stat.CO) ; Cryptography and Security (cs.CR) ; Applications (stat.AP)

[12] arXiv:2409.07101 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: Statistical Finite Elements via Interacting Particle Langevin Dynamics Show Chinese title

Title: 通过相互作用粒子朗之万动力学的统计有限元

Alex Glyn-Davies, Connor Duffin, Ieva Kazlauskaite, Mark Girolami, Ö. Deniz Akyildiz

Comments: 26 pages, 6 figures

Subjects: Computation (stat.CO) ; Computational Physics (physics.comp-ph)

[13] arXiv:2409.07111 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: Local Sequential MCMC for Data Assimilation with Applications in Geoscience Show Chinese title

Title: 局部顺序MCMC在地球科学中的数据同化应用

Hamza Ruzayqat, Omar Knio

Comments: 24 pages, 8 figures

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

[14] arXiv:2409.07874 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: Fused $L_{1/2}$ prior for large scale linear inverse problem with Gibbs bouncy particle sampler Show Chinese title

Title: 融合的$L_{1/2}$先验用于具有吉布斯弹跳粒子采样器的大规模线性反问题

Xiongwen Ke, Yanan Fan, Qingping Zhou

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

[15] arXiv:2409.09168 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: Reducing Shape-Graph Complexity with Application to Classification of Retinal Blood Vessels and Neurons Show Chinese title

Title: 通过减少形状图复杂度在视网膜血管和神经元分类中的应用

Benjamin Beaudett, Anuj Srivastava

Comments: 20 pages, 11 figures

Subjects: Computation (stat.CO)

[16] arXiv:2409.11577 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: A Robust Approach to Gaussian Processes Implementation Show Chinese title

Title: 一种鲁棒的高斯过程实现方法

Juliette Mukangango, Amanda Muyskens, Benjamin W. Priest

Subjects: Computation (stat.CO)

[17] arXiv:2409.11745 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: Model-Embedded Gaussian Process Regression for Parameter Estimation in Dynamical System Show Chinese title

Title: 嵌入模型的高斯过程回归用于动力系统中的参数估计

Ying Zhou, Jinglai Li, Xiang Zhou, Hongqiao Wang

Comments: 24 pages, 3 figures, 5 tables

Subjects: Computation (stat.CO) ; Dynamical Systems (math.DS)

[18] arXiv:2409.12355 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: Optimizing MCMC-Driven Bayesian Neural Networks for High-Precision Medical Image Classification in Small Sample Sizes Show Chinese title

Title: 优化用于小样本大小下高精度医学图像分类的MCMC驱动的贝叶斯神经网络

Mingyu Sun

Subjects: Computation (stat.CO)

[19] arXiv:2409.12578 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: CLE-SH: Comprehensive Literal Explanation package for SHapley values by statistical validity Show Chinese title

Title: CLE-SH：基于统计有效性的SHapley值综合文字解释包

Youngro Lee, Kyungjin Kim, Jongmo Seo

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

[20] arXiv:2409.12890 (cross-list from stat.CO) [cn-pdf, pdf, other]

Title: Stable and Robust Hyper-Parameter Selection Via Robust Information Sharing Cross-Validation Show Chinese title

Title: 通过鲁棒信息共享交叉验证进行稳定和鲁棒的超参数选择

David Kepplinger, Siqi Wei

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

[21] arXiv:2409.14079 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: Grid Point Approximation for Distributed Nonparametric Smoothing and Prediction Show Chinese title

Title: 分布式非参数平滑和预测的网格点逼近

Yuan Gao, Rui Pan, Feng Li, Riquan Zhang, Hansheng Wang

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

[22] arXiv:2409.15307 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: An adaptive Gaussian process method for multi-modal Bayesian inverse problems Show Chinese title

Title: 一种自适应高斯过程方法求解多模态贝叶斯反问题

Zhihang Xu, Xiaoyu Zhu, Daoji Li, Qifeng Liao

Subjects: Computation (stat.CO) ; Computational Physics (physics.comp-ph)

[23] arXiv:2409.15511 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: Bayesian computation with generative diffusion models by Multilevel Monte Carlo Show Chinese title

Title: 多层蒙特卡罗方法的生成扩散模型贝叶斯计算

Abdul-Lateef Haji-Ali, Marcelo Pereyra, Luke Shaw, Konstantinos Zygalakis

Comments: 13 images

Subjects: Computation (stat.CO) ; Computer Vision and Pattern Recognition (cs.CV) ; Machine Learning (cs.LG)

[24] arXiv:2409.15539 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: An R package for nonparametric inference on dynamic populations with infinitely many types Show Chinese title

Title: 一个关于动态无穷多种群非参数推断的R包

Filippo Ascolani, Stefano Damato, Matteo Ruggiero

Comments: To appear on Journal of Computational Biology

Subjects: Computation (stat.CO) ; Probability (math.PR) ; Populations and Evolution (q-bio.PE) ; Quantitative Methods (q-bio.QM) ; Applications (stat.AP)

[25] arXiv:2409.18646 (cross-list from stat.CO) [cn-pdf, pdf, other]

Title: GephiForR: An R package for creating Gephi-style network visualizations Show Chinese title

Title: GephiForR：用于创建Gephi风格网络可视化的R包

Julia Manso

Subjects: Computation (stat.CO)

[26] arXiv:2409.19208 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: Learning non-Gaussian spatial distributions via Bayesian transport maps with parametric shrinkage Show Chinese title

Title: 通过具有参数收缩的贝叶斯传输映射学习非高斯空间分布

Anirban Chakraborty, Matthias Katzfuss

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

[27] arXiv:2409.19642 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: Solving Fredholm Integral Equations of the Second Kind via Wasserstein Gradient Flows Show Chinese title

Title: 通过Wasserstein梯度流求解第二类弗雷德霍姆积分方程

Francesca R. Crucinio, Adam M. Johansen

Subjects: Computation (stat.CO) ; Numerical Analysis (math.NA) ; Optimization and Control (math.OC) ; Methodology (stat.ME)

[28] arXiv:2409.20077 (cross-list from stat.CO) [cn-pdf, pdf, html, other]

Title: A topology-based algorithm for the isomorphism check of 2-level Orthogonal Arrays Show Chinese title

Title: 基于拓扑的 2 级正交数组同构检查算法

Roberto Fontana, Marco Guerra

Comments: This preprint has not undergone peer review or any post-submission improvements or corrections. The Version of Record of this contribution has been accepted for publication in Springer, Methodological and Applied Statistics and Demography I. SIS 2024, Short Papers, Plenary and Specialized Sessions - Ed. A. Pollice, P. Mariani (to appear Nov 24)

Subjects: Computation (stat.CO) ; Algebraic Topology (math.AT)

[29] arXiv:2409.00470 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Examining the robustness of a model selection procedure in the binary latent block model through a language placement test data set Show Chinese title

Title: 通过语言定位测试数据集检查二元潜在块模型中模型选择过程的稳健性

Vincent Brault, Frédérique Letué, Marie-José Martinez

Comments: 23 pages, 6 figures, 8 tables, soumission

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

[30] arXiv:2409.00568 (cross-list from cs.MS) [cn-pdf, pdf, html, other]

Title: Welding R and C++: A Tale of Two Programming Languages Show Chinese title

Title: 焊接 R 和 C++：两种编程语言的故事

Mauricio Vargas Sepulveda

Comments: 21 pages, 0 figures, 13 tables

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

[31] arXiv:2409.01410 (cross-list from cs.LG) [cn-pdf, pdf, html, other]

Title: Dataset Distillation from First Principles: Integrating Core Information Extraction and Purposeful Learning Show Chinese title

Title: 从基本原理出发的数据集提炼：整合核心信息提取和有目的的学习

Vyacheslav Kungurtsev, Yuanfang Peng, Jianyang Gu, Saeed Vahidian, Anthony Quinn, Fadwa Idlahcen, Yiran Chen

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

[32] arXiv:2409.02086 (cross-list from q-bio.QM) [cn-pdf, pdf, html, other]

Title: Noise-free comparison of stochastic agent-based simulations using common random numbers Show Chinese title

Title: 无噪声的基于随机数的随机代理模拟比较

Daniel J. Klein, Romesh G. Abeysuriya, Robyn M. Stuart, Cliff C. Kerr

Comments: Updated title, improved abstract, and changed formatting

Subjects: Quantitative Methods (q-bio.QM) ; Populations and Evolution (q-bio.PE) ; Computation (stat.CO) ; Methodology (stat.ME)

[33] arXiv:2409.02135 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Optimization by Parallel Quasi-Quantum Annealing with Gradient-Based Sampling Show Chinese title

Title: 基于梯度采样的并行准量子退火优化

Yuma Ichikawa, Yamato Arai

Comments: 21 pages, 3 figures

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

[34] arXiv:2409.02269 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Simulation-calibration testing for inference in Lasso regressions Show Chinese title

Title: Lasso回归中的模拟校准检验

Matthieu Pluntz, Cyril Dalmasso, Pascale Tubert-Bitter, Ismail Ahmed

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

[35] arXiv:2409.02477 (cross-list from math.OC) [cn-pdf, pdf, other]

Title: Parameter estimation of hidden Markov models: comparison of EM and quasi-Newton methods with a new hybrid algorithm Show Chinese title

Title: 隐马尔可夫模型的参数估计：EM 方法与拟牛顿方法及一种新的混合算法的比较

Sidonie Foulon (CESP, NeuroDiderot (UMR\_S\_1141 / U1141)), Thérèse Truong (CESP), Anne-Louise Leutenegger (NeuroDiderot (UMR\_S\_1141 / U1141)), Hervé Perdry (CESP)

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

[36] arXiv:2409.03136 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: A New Forward Discriminant Analysis Framework Based On Pillai's Trace and ULDA Show Chinese title

Title: 基于Pillai迹和ULDA的新前向判别分析框架

Siyu Wang, Kehui Yao

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

[37] arXiv:2409.03495 (cross-list from stat.ML) [cn-pdf, pdf, html, other]

Title: Maximum likelihood inference for high-dimensional problems with multiaffine variable relations Show Chinese title

Title: 高维问题中具有多仿射变量关系的最大似然推理

Jean-Sébastien Brouillon, Florian Dörfler, Giancarlo Ferrari-Trecate

Subjects: Machine Learning (stat.ML) ; Machine Learning (cs.LG) ; Systems and Control (eess.SY) ; Computation (stat.CO)

[38] arXiv:2409.04729 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: A Unified Framework for Cluster Methods with Tensor Networks Show Chinese title

Title: 一种用于张量网络的聚类方法统一框架

Erdong Guo, David Draper

Comments: Dedicated to the memory of Prof. David Draper

Subjects: Methodology (stat.ME) ; Statistical Mechanics (cond-mat.stat-mech) ; Computational Physics (physics.comp-ph) ; Computation (stat.CO)

[39] arXiv:2409.05160 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Inference for Large Scale Regression Models with Dependent Errors Show Chinese title

Title: 大规模回归模型中依赖误差的推理

Lionel Voirol, Haotian Xu, Yuming Zhang, Luca Insolia, Roberto Molinari, Stéphane Guerrier

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

[40] arXiv:2409.05282 (cross-list from q-bio.PE) [cn-pdf, pdf, html, other]

Title: Improving Tree Probability Estimation with Stochastic Optimization and Variance Reduction Show Chinese title

Title: 通过随机优化和方差减少改进树概率估计

Tianyu Xie, Musu Yuan, Minghua Deng, Cheng Zhang

Comments: 23 pages, 6 figures, 7 tables

Subjects: Populations and Evolution (q-bio.PE) ; Computation (stat.CO) ; Machine Learning (stat.ML)

[41] arXiv:2409.05500 (cross-list from cs.LG) [cn-pdf, pdf, html, other]

Title: Scalable Time-Series Causal Discovery with Approximate Causal Ordering Show Chinese title

Title: 具有近似因果顺序的可扩展时间序列因果发现

Ziyang Jiao, Ce Guo, Wayne Luk

Subjects: Machine Learning (cs.LG) ; Distributed, Parallel, and Cluster Computing (cs.DC) ; Performance (cs.PF) ; Computation (stat.CO)

[42] arXiv:2409.06439 (cross-list from cs.LG) [cn-pdf, pdf, html, other]

Title: Extending Explainable Ensemble Trees (E2Tree) to regression contexts Show Chinese title

Title: 将可解释集成树（E2Tree）扩展到回归情境

Massimo Aria, Agostino Gnasso, Carmela Iorio, Marjolein Fokkema

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

[43] arXiv:2409.06994 (cross-list from cs.SI) [cn-pdf, pdf, html, other]

Title: Graph sub-sampling for divide-and-conquer algorithms in large networks Show Chinese title

Title: 大规模网络中分而治之算法的图子采样

Eric Yanchenko

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

[44] arXiv:2409.07968 (cross-list from stat.ML) [cn-pdf, pdf, html, other]

Title: Localized Schrödinger Bridge Sampler Show Chinese title

Title: 局部化薛定谔桥采样器

Georg A. Gottwald, Sebastian Reich

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

[45] arXiv:2409.08201 (cross-list from cs.LG) [cn-pdf, pdf, html, other]

Title: Machine Learning for Two-Sample Testing under Right-Censored Data: A Simulation Study Show Chinese title

Title: 基于右删失数据的两样本检验机器学习：一项模拟研究

Petr Philonenko, Sergey Postovalov

Comments: 20 pages, 4 figures

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

[46] arXiv:2409.08912 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Joint spatial modeling of mean and non-homogeneous variance combining semiparametric SAR and GAMLSS models for hedonic prices Show Chinese title

Title: 均值和非齐次方差的联合空间建模，结合半参数SAR和GAMLSS模型用于特征价格

J.D. Toloza-Delgado, O.O. Melo, N.A. Cruz

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

[47] arXiv:2409.08925 (cross-list from stat.ML) [cn-pdf, pdf, html, other]

Title: Multi forests: Variable importance for multi-class outcomes Show Chinese title

Title: 多森林：多类结果的变量重要性

Roman Hornung (1 and 2), Alexander Hapfelmeier (3) ((1) Institute for Medical Information Processing, Biometry and Epidemiology, LMU Munich, Munich, Germany, (2) Munich Center for Machine Learning (MCML), Munich, Germany, (3) Institute of AI and Informatics in Medicine, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany)

Comments: 30 pages, 6 figures

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

[48] arXiv:2409.08928 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Self-Organizing State-Space Models with Artificial Dynamics Show Chinese title

Title: 具有人工动力学的自组织状态空间模型

Yuan Chen, Mathieu Gerber, Christophe Andrieu, Randal Douc

Comments: 93 pages (25 pages for the paper and 68 pages for the supplementary material), 9 figures

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

[49] arXiv:2409.08965 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Dynamic Bayesian Networks with Conditional Dynamics in Edge Addition and Deletion Show Chinese title

Title: 边缘添加和删除中的条件动态贝叶斯网络

Lupe S. H. Chan, Amanda M. Y. Chu, Mike K. P. So

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

[50] arXiv:2409.09066 (cross-list from econ.GN) [cn-pdf, pdf, html, other]

Title: Replicating The Log of Gravity Show Chinese title

Title: 复制重力日志

Mauricio Vargas Sepúlveda

Comments: 9 pages, 0 figures, 1 table

Subjects: General Economics (econ.GN) ; Computation (stat.CO) ; Methodology (stat.ME)