Computation

Authors and titles for March 2025

[51] arXiv:2503.10496 (cross-list from stat.ML) [cn-pdf, pdf, html, other]

Title: Explainable Bayesian deep learning through input-skip Latent Binary Bayesian Neural Networks Show Chinese title

Title: 通过输入跳过潜在二进制贝叶斯神经网络的可解释贝叶斯深度学习

Eirik Høyheim, Lars Skaaret-Lund, Solve Sæbø, Aliaksandr Hubin

Comments: 44 pages, 19 tables, 25 figures. Code available at https://github.com/eirihoyh/ISLaB-LBBNN

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

[52] arXiv:2503.11128 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Directional Gaussian hypergeometric beta distributions and their uses in contaminated binary sampling Show Chinese title

Title: 方向性高斯超几何贝塔分布及其在污染二元抽样中的应用

Ben O'Neill

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

[53] arXiv:2503.11250 (cross-list from stat.ML) [cn-pdf, pdf, html, other]

Title: CRPS-Based Targeted Sequential Design with Application in Chemical Space Show Chinese title

Title: 基于CRPS的靶向顺序设计及其在化学空间中的应用

Lea Friedli, Athénaïs Gautier, Anna Broccard, David Ginsbourger

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

[54] arXiv:2503.11268 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Rank estimation for the accelerated failure time model with partially interval-censored data Show Chinese title

Title: 具有部分区间删失数据的加速失效时间模型的秩估计

Taehwa Choi, Sangbum Choi, Dipankar Bandyopadhyay

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

[55] arXiv:2503.11669 (cross-list from math.HO) [cn-pdf, pdf, html, other]

Title: Fast Algorithm for Calculating Probability of Chess Winning Streaks Show Chinese title

Title: 计算国际象棋连胜概率的快速算法

Guoqing Diao

Subjects: History and Overview (math.HO) ; Probability (math.PR) ; Applications (stat.AP) ; Computation (stat.CO)

[56] arXiv:2503.12315 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Simulation-based Bayesian inference under model misspecification Show Chinese title

Title: 基于模拟的模型误设贝叶斯推理

Ryan P. Kelly, David J. Warne, David T. Frazier, David J. Nott, Michael U. Gutmann, Christopher Drovandi

Comments: 46 pages, 8 figures

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

[57] arXiv:2503.12351 (cross-list from stat.AP) [cn-pdf, pdf, other]

Title: Community Detection Analysis of Spatial Transcriptomics Data Show Chinese title

Title: 空间转录组数据的社区检测分析

Charles Zhao

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

[58] arXiv:2503.12454 (cross-list from cs.LG) [cn-pdf, pdf, html, other]

Title: Convergence Analysis of alpha-SVRG under Strong Convexity Show Chinese title

Title: alpha-SVRG在强凸性下的收敛性分析

Sean Xiao, Sangwoo Park, Stefan Vlaski

Comments: ICASSP 2025

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

[59] arXiv:2503.12474 (cross-list from math.OC) [cn-pdf, pdf, html, other]

Title: Ensemble Kalman-Bucy filtering for nonlinear model predictive control Show Chinese title

Title: 非线性模型预测控制的集合卡尔曼-布西滤波

Sebastian Reich

Subjects: Optimization and Control (math.OC) ; Machine Learning (cs.LG) ; Systems and Control (eess.SY) ; Numerical Analysis (math.NA) ; Computation (stat.CO)

[60] arXiv:2503.13037 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: H-AddiVortes: Heteroscedastic (Bayesian) Additive Voronoi Tessellations Show Chinese title

Title: H-AddiVortes：异方差（贝叶斯）加性沃罗诺伊镶嵌

Adam J. Stone, John Paul Gosling

Comments: 27 pages, 7 figures

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

[61] arXiv:2503.13297 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: fkbma: An R Package for Detecting Tailoring Variables with Free-Knot B-Splines and Bayesian Model Averaging Show Chinese title

Title: fkbma：一个用于使用自由结点B样条和贝叶斯模型平均检测定制变量的R包

Lara Maleyeff, Shirin Golchi, Erica E. M. Moodie

Comments: 12 pages, 2 tables, 2 figures

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

[62] arXiv:2503.13372 (cross-list from stat.AP) [cn-pdf, pdf, html, other]

Title: Multivariate Sparse Functional Linear Discriminant Analysis: An Application to Inflammatory Bowel Disease Classification Show Chinese title

Title: 多变量稀疏函数线性判别分析：炎症性肠病分类的应用

Limeng Liu, Guannan Wang, Sandra E. Safo

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

[63] arXiv:2503.13782 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Regularized Parameter Estimation in Mixed Model Trace Regression Show Chinese title

Title: 混合模型迹回归中的正则化参数估计

Ian Hultman, Sanvesh Srivastava

Comments: 40 pages, 3 figures, and 7 tables

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

[64] arXiv:2503.13899 (cross-list from cs.LG) [cn-pdf, pdf, html, other]

Title: Learning local neighborhoods of non-Gaussian graphical models: A measure transport approach Show Chinese title

Title: 非高斯图模型的局部邻域学习：基于度量传输的方法

Sarah Liaw, Rebecca Morrison, Youssef Marzouk, Ricardo Baptista

Comments: Accepted in AAAI 2025: 23 pages, 9 figures

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

[65] arXiv:2503.14697 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Bayesian Sociality Models: A Scalable and Flexible Alternative for Network Analysis Show Chinese title

Title: 贝叶斯社会性模型：网络分析的一种可扩展且灵活的替代方法

Juan Sosa, Carlo Martínez

Comments: 44 pages, 4 tables, 10 figures

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

[66] arXiv:2503.14711 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: PSInference: A Package to Draw Inference for Released Plug-in Sampling Single Synthetic Dataset Show Chinese title

Title: PSInference：用于对发布的插件采样单一合成数据集进行推断的软件包

Ricardo Moura, Mina Norouzirad, Vitor Augusto, Miguel Fonseca

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

[67] arXiv:2503.14954 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Bayesian inference for case-control point pattern data in spatial epidemiology with the \texttt{inlabru} R package Show Chinese title

Title: 基于贝叶斯推断的空间流行病学中的病例对照点模式数据以及\texttt{实验室}R 软件包

Francisco Palmí-Perales, Finn Lindgren, Virgilio Gómez-Rubio

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

[68] arXiv:2503.15261 (cross-list from eess.SP) [cn-pdf, pdf, html, other]

Title: Joint Hybrid Precoding and Multi-IRS Optimization for mmWave MU-MISO Communication Network Show Chinese title

Title: 毫米波多用户MISO通信网络中的联合混合预编码和多IRS优化

Fardad Rahkheir, Soroush Akhlaghi

Comments: 19 pages, 7 figures

Subjects: Signal Processing (eess.SP) ; Probability (math.PR) ; Computation (stat.CO)

[69] arXiv:2503.15704 (cross-list from stat.ML) [cn-pdf, pdf, html, other]

Title: Tuning Sequential Monte Carlo Samplers via Greedy Incremental Divergence Minimization Show Chinese title

Title: 通过贪心增量散度最小化调整顺序蒙特卡罗采样器

Kyurae Kim, Zuheng Xu, Jacob R. Gardner, Trevor Campbell

Comments: Accepted to ICML'25; v4, v5: fixed typos

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

[70] arXiv:2503.15830 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Alignment of Continuous Brain Connectivity Show Chinese title

Title: 连续脑连接的对齐

Martin Cole, Yang Xiang, Will Consagra, Anuj Srivastava, Xing Qiu, Zhengwu Zhang

Comments: 12 pages of main text and 8 pages of supplemental material. 10 figures in main text and 3 figures in supplemental material

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

[71] arXiv:2503.17402 (cross-list from cs.LG) [cn-pdf, pdf, html, other]

Title: Enhanced Vascular Flow Simulations in Aortic Aneurysm via Physics-Informed Neural Networks and Deep Operator Networks Show Chinese title

Title: 通过物理信息神经网络和深度算子网络增强主动脉瘤的血管流量模拟

Oscar L. Cruz-González, Valérie Deplano, Badih Ghattas

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

[72] arXiv:2503.17405 (cross-list from cs.MS) [cn-pdf, pdf, html, other]

Title: Efficiently Vectorized MCMC on Modern Accelerators Show Chinese title

Title: 现代加速器上的高效向量化MCMC

Hugh Dance, Pierre Glaser, Peter Orbanz, Ryan Adams

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

[73] arXiv:2503.17521 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: The Entropy and Crossentropy of Generalized Mallows Models Show Chinese title

Title: 广义 Mallows 模型的熵和交叉熵

Marina Meilă

Comments: 15 pages

Subjects: Statistics Theory (math.ST) ; Data Structures and Algorithms (cs.DS) ; Computation (stat.CO)

[74] arXiv:2503.17737 (cross-list from q-fin.PM) [cn-pdf, pdf, html, other]

Title: Bayesian Optimization for CVaR-based portfolio optimization Show Chinese title

Title: 基于CVaR的贝叶斯优化组合优化

Robert Millar, Jinglai Li

Comments: Accepted by GECCO 2025

Subjects: Portfolio Management (q-fin.PM) ; Optimization and Control (math.OC) ; Applications (stat.AP) ; Computation (stat.CO)

[75] arXiv:2503.18097 (cross-list from math.OC) [cn-pdf, pdf, other]

Title: Linear, nested, and quadratic ordered measures: Computation and incorporation into optimization problems Show Chinese title

Title: 线性、嵌套和二次有序度量：计算及其在优化问题中的应用

Victor Blanco, Miguel A. Pozo, Justo Puerto, Alberto Torrejon

Subjects: Optimization and Control (math.OC) ; Discrete Mathematics (cs.DM) ; Computation (stat.CO)

[76] arXiv:2503.18119 (cross-list from cs.CY) [cn-pdf, pdf, other]

Title: Potentials and Limitations of Large-scale, Individual-level Mobile Location Data for Food Acquisition Analysis Show Chinese title

Title: 大规模个体级移动定位数据在食品获取分析中的潜力与局限性

Duanya Lyu, Luyu Liu, Catherine Campbell, Yuxuan Zhang, Xiang Yan

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

[77] arXiv:2503.18381 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Efficient Inference in First Passage Time Models Show Chinese title

Title: 首次通过时间模型中的高效推断

Sicheng Liu, Alexander Fengler, Michael J. Frank, Matthew T. Harrison

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

[78] arXiv:2503.19859 (cross-list from cs.LG) [cn-pdf, pdf, html, other]

Title: An Overview of Low-Rank Structures in the Training and Adaptation of Large Models Show Chinese title

Title: 大型模型训练与适应中的低秩结构概述

Laura Balzano, Tianjiao Ding, Benjamin D. Haeffele, Soo Min Kwon, Qing Qu, Peng Wang, Zhangyang Wang, Can Yaras

Comments: Authors are listed alphabetically; 27 pages, 10 figures

Subjects: Machine Learning (cs.LG) ; Signal Processing (eess.SP) ; Optimization and Control (math.OC) ; Computation (stat.CO) ; Machine Learning (stat.ML)

[79] arXiv:2503.21346 (cross-list from cs.LG) [cn-pdf, pdf, html, other]

Title: Scalable Expectation Estimation with Subtractive Mixture Models Show Chinese title

Title: 基于减法混合模型的可扩展期望估计

Lena Zellinger, Nicola Branchini, Víctor Elvira, Antonio Vergari

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

[80] arXiv:2503.21388 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Simulation-based assessment of a Bayesian survival model with flexible baseline hazard and time-dependent effects Show Chinese title

Title: 基于仿真的具有灵活基线危险函数和时变效应的贝叶斯生存模型评估

Iain R. Timmins, Fatemeh Torabi, Christopher H. Jackson, Paul C. Lambert, Michael J. Sweeting

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

[81] arXiv:2503.21792 (cross-list from stat.AP) [cn-pdf, pdf, html, other]

Title: Binary AddiVortes: (Bayesian) Additive Voronoi Tessellations for Binary Classification with an application to Predicting Home Mortgage Application Outcomes Show Chinese title

Title: 二进制加性沃罗诺伊图：用于二分类的（贝叶斯）加性沃罗诺伊图及其在预测家庭抵押贷款申请结果中的应用

Adam J. Stone, Emmanuel Ogundimu, John Paul Gosling

Comments: 13 pages, 8 figures

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

[82] arXiv:2503.22054 (cross-list from econ.EM) [cn-pdf, pdf, html, other]

Title: tempdisagg: A Python Framework for Temporal Disaggregation of Time Series Data Show Chinese title

Title: tempdisagg：一种用于时间序列数据时间 disaggregation 的 Python 框架

Jaime Vera-Jaramillo

Comments: 20 pages, 3 figures, 1 table. Software data paper describing the Python package tempdisagg

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

[83] arXiv:2503.22467 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: An integrated method for clustering and association network inference Show Chinese title

Title: 一种用于聚类和关联网络推断的综合方法

Jeanne Tous, Julien Chiquet

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

[84] arXiv:2503.24012 (cross-list from cs.LG) [cn-pdf, pdf, html, other]

Title: Tree-Guided $L_1$-Convex Clustering Show Chinese title

Title: 树引导的$L_1$-凸聚类

Bingyuan Zhang, Yoshikazu Terada

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

[85] arXiv:2503.24311 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Selective Inference in Graphical Models via Maximum Likelihood Show Chinese title

Title: 通过最大似然的图模型中的选择性推断

Sofia Guglielmini, Gerda Claeskens, Snigdha Panigrahi

Comments: 46 pages, 2 Figures, 5 Tables

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