Statistics

Authors and titles for June 2025

[251] arXiv:2506.09165 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Identifiability and Estimation in High-Dimensional Nonparametric Latent Structure Models Show Chinese title

Title: 高维非参数潜在结构模型的可识别性与估计

Yichen Lyu, Pengkun Yang

Subjects: Statistics Theory (math.ST)

[252] arXiv:2506.09188 [cn-pdf, pdf, other]

Title: Longitudinal weighted and trimmed treatment effects with flip interventions Show Chinese title

Title: 纵向加权和截断处理效应与翻转干预

Alec McClean, Alexander W. Levis, Nicholas Williams, Ivan Diaz

Subjects: Methodology (stat.ME)

[253] arXiv:2506.09208 [cn-pdf, pdf, other]

Title: Integrated Analysis for Electronic Health Records with Structured and Sporadic Missingness Show Chinese title

Title: 结构化和间歇性缺失的电子健康记录综合分析

Jianbin Tan, Yan Zhang, Chuan Hong, T. Tony Cai, Tianxi Cai, Anru R. Zhang

Comments: Journal of Biomedical Informatics, to appear

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

[254] arXiv:2506.09223 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Semi-supervised Community Detection using Glauber Dynamics for an Ising Model Show Chinese title

Title: 基于Glauber动力学的Ising模型半监督社区检测

Konstantin Avrachenkov, Diego Goldsztajn

Comments: 40 pages, 3 figures

Subjects: Statistics Theory (math.ST)

[255] arXiv:2506.09267 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Consistent Infill Estimability of the Regression Slope Between Gaussian Random Fields Under Spatial Confounding Show Chinese title

Title: 具有空间混杂的高斯随机场之间回归斜率的一致内填充估计能力

Abhirup Datta, Michael L. Stein

Subjects: Statistics Theory (math.ST)

[256] arXiv:2506.09271 [cn-pdf, pdf, html, other]

Title: Variational inference for steady-state BVARs Show Chinese title

Title: 贝叶斯向量自回归模型的稳态变分推断

Oskar Gustafsson, Mattias Villani

Comments: Working paper. Will be updated with additional results and submitted to a journal

Subjects: Computation (stat.CO)

[257] arXiv:2506.09287 [cn-pdf, pdf, html, other]

Title: A Bayesian analysis of home advantage in professional squash Show Chinese title

Title: 职业壁球中主场比赛优势的贝叶斯分析

Philip Greengard, Samer Takriti

Subjects: Applications (stat.AP)

[258] arXiv:2506.09325 [cn-pdf, pdf, html, other]

Title: A Spectral Confounder Adjustment for Spatial Regression with Multiple Exposures and Outcomes Show Chinese title

Title: 具有多个暴露和结果的空间回归的光谱干扰调整

Shih-Ni Prim, Yawen Guan, Shu Yang, Ana G Rappold, K. Lloyd Hill, Wei-Lun Tsai, Corinna Keeler, Brian J Reich

Subjects: Methodology (stat.ME)

[259] arXiv:2506.09338 [cn-pdf, pdf, html, other]

Title: Know What You Don't Know: Uncertainty Calibration of Process Reward Models Show Chinese title

Title: 知道你所不知道的：过程奖励模型的不确定性校准

Young-Jin Park, Kristjan Greenewald, Kaveh Alim, Hao Wang, Navid Azizan

Subjects: Machine Learning (stat.ML) ; Artificial Intelligence (cs.AI) ; Machine Learning (cs.LG)

[260] arXiv:2506.09358 [cn-pdf, pdf, html, other]

Title: Functional Tensor Regression Show Chinese title

Title: 函数张量回归

Tongyu Li, Fang Yao, Anru R. Zhang

Subjects: Methodology (stat.ME)

[261] arXiv:2506.09437 [cn-pdf, pdf, html, other]

Title: Sufficient digits and density estimation: A Bayesian nonparametric approach using generalized finite Pólya trees Show Chinese title

Title: 充分的位数和密度估计：使用广义有限波利亚树的贝叶斯非参数方法

Mario Beraha, Jesper Møller

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

[262] arXiv:2506.09441 [cn-pdf, pdf, other]

Title: Attention-Bayesian Hybrid Approach to Modular Multiple Particle Tracking Show Chinese title

Title: 基于注意力-贝叶斯混合方法的模块化多粒子跟踪

Piyush Mishra (I2M, FRESNEL, TCLS, AMU), Philippe Roudot (FRESNEL, TCLS, CNRS)

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

[263] arXiv:2506.09516 [cn-pdf, pdf, html, other]

Title: LLM-Powered CPI Prediction Inference with Online Text Time Series Show Chinese title

Title: 基于大型语言模型的CPI预测推理与在线文本时间序列

Yingying Fan, Jinchi Lv, Ao Sun, Yurou Wang

Comments: 73 pages, 13 figures

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

[264] arXiv:2506.09539 [cn-pdf, pdf, html, other]

Title: Disentangling Spatial and Structural Drivers of Housing Prices through Bayesian Networks: A Case Study of Madrid, Barcelona, and Valencia Show Chinese title

Title: 通过贝叶斯网络解析住房价格的空间和结构驱动因素：马德里、巴塞罗那和瓦伦西亚案例研究

Alvaro Garcia Murga, Manuele Leonelli

Subjects: Applications (stat.AP)

[265] arXiv:2506.09607 [cn-pdf, pdf, html, other]

Title: A new hierarchical distribution on arbitrary sparse precision matrices Show Chinese title

Title: 关于任意稀疏精度矩阵的新分层分布

Gianluca Mastrantonio, Pierfrancesco Alaimo Di Loro, Marco Mingione

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

[266] arXiv:2506.09624 [cn-pdf, pdf, html, other]

Title: Causal effects on non-terminal event time with application to antibiotic usage and future resistance Show Chinese title

Title: 非终端事件时间的因果效应及其在抗生素使用与未来耐药性方面的应用

Tamir Zehavi, Uri Obolski, Michal Chowers, Daniel Nevo

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

[267] arXiv:2506.09640 [cn-pdf, pdf, html, other]

Title: Evasion Attacks Against Bayesian Predictive Models Show Chinese title

Title: 针对贝叶斯预测模型的逃避攻击

Pablo G. Arce, Roi Naveiro, David Ríos Insua

Comments: Accepted as an oral presentation at UAI'25

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

[268] arXiv:2506.09648 [cn-pdf, pdf, html, other]

Title: Scaling Laws for Uncertainty in Deep Learning Show Chinese title

Title: 深度学习中不确定性缩放定律

Mattia Rosso, Simone Rossi, Giulio Franzese, Markus Heinonen, Maurizio Filippone

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

[269] arXiv:2506.09681 [cn-pdf, pdf, other]

Title: Assessing the Quality of Denoising Diffusion Models in Wasserstein Distance: Noisy Score and Optimal Bounds Show Chinese title

Title: 评估Wasserstein距离下去噪扩散模型的质量：噪声分数与最优界

Vahan Arsenyan, Elen Vardanyan, Arnak Dalalyan

Subjects: Machine Learning (stat.ML) ; Machine Learning (cs.LG) ; Statistics Theory (math.ST)

[270] arXiv:2506.09690 [cn-pdf, pdf, html, other]

Title: Knockoffs Inference under Privacy Constraints Show Chinese title

Title: 在隐私约束下的假冒品推断

Zhanrui Cai, Yingying Fan, Lan Gao

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

[271] arXiv:2506.09722 [cn-pdf, pdf, html, other]

Title: Fully Bayesian Sequential Design for Mean Response Surface Prediction of Heteroscedastic Stochastic Simulations Show Chinese title

Title: 贝叶斯序贯设计用于异方差随机模拟均值响应曲面预测

Yuying Huang, Samuel W.K. Wong

Comments: 37 pages, 8 figures

Subjects: Methodology (stat.ME)

[272] arXiv:2506.09762 [cn-pdf, pdf, html, other]

Title: Parallel computations for Metropolis Markov chains with Picard maps Show Chinese title

Title: Metropolis马尔可夫链与Picard映射的并行计算

Sebastiano Grazzi, Giacomo Zanella

Comments: 31 pages, 6 figures

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

[273] arXiv:2506.09832 [cn-pdf, pdf, html, other]

Title: A Deep Generative Model for the Simulation of Discrete Karst Networks Show Chinese title

Title: 一种用于离散喀斯特网络模拟的生成模型

Dany Lauzon, Julien Straubhaar, Philippe Renard

Comments: 26 pages, 15 figures, submitted to Earth and Space Science

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

[274] arXiv:2506.09850 [cn-pdf, pdf, html, other]

Title: Lower-dimensional posterior density and cluster summaries for overparameterized Bayesian models Show Chinese title

Title: 低维后验密度和高参数化贝叶斯模型的聚类摘要

Henrique Bolfarine, Hedibert F. Lopes, Carlos M. Carvalho

Comments: 50 pages, 9 Figures

Subjects: Methodology (stat.ME)

[275] arXiv:2506.09871 [cn-pdf, pdf, html, other]

Title: Optimal Adjustment Sets for Nonparametric Estimation of Weighted Controlled Direct Effect Show Chinese title

Title: 加权受控直接效应的非参数估计的最佳调整集

Ruiyang Lin (University of Science and Technology of China), Yongyi Guo (University of Wisconsin-Madison), Kyra Gan (Cornell Tech)

Comments: 47 pages, 8 figures, NeurIPS 2025 (accepted)

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

[276] arXiv:2506.09959 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Almost-Optimal Local-Search Methods for Sparse Tensor PCA Show Chinese title

Title: 几乎最优的局部搜索方法用于稀疏张量PCA

Max Lovig, Conor Sheehan, Konstantinos Tsirkas, Ilias Zadik

Subjects: Statistics Theory (math.ST) ; Data Structures and Algorithms (cs.DS) ; Machine Learning (stat.ML)

[277] arXiv:2506.09986 [cn-pdf, pdf, html, other]

Title: Constrained Denoising, Empirical Bayes, and Optimal Transport Show Chinese title

Title: 约束去噪，经验贝叶斯，最优传输

Adam Quinn Jaffe, Nikolaos Ignatiadis, Bodhisattva Sen

Comments: 56 pages, 4 figures. Comments welcome

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

[278] arXiv:2506.10101 [cn-pdf, pdf, html, other]

Title: Fundamental Limits of Learning High-dimensional Simplices in Noisy Regimes Show Chinese title

Title: 高维单纯形在噪声环境下的学习极限

Seyed Amir Hossein Saberi, Amir Najafi, Abolfazl Motahari, Babak H. khalaj

Comments: Extension of our ICML 2023 paper, 44 pages

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

[279] arXiv:2506.10114 [cn-pdf, pdf, html, other]

Title: Limiting the Shrinkage for the Exceptional by Objective Robust Bayesian Analysis: the `Clemente Problem' Show Chinese title

Title: 通过目标稳健贝叶斯分析限制异常值的收缩：“克莱门特问题”

Luis R. Pericchi, Maria-Eglee Perez

Subjects: Methodology (stat.ME)

[280] arXiv:2506.10126 [cn-pdf, pdf, html, other]

Title: Classification of multiple segmented profiles, application to the study of the neuronal protein Tau Show Chinese title

Title: 多段轮廓的分类，应用于神经元蛋白Tau的研究

Vincent Brault, Emilie Lebarbier, Amélie Rosier, Virginie Stoppin-Mellet

Comments: 30 pages, 15 figures, submitted

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

[281] arXiv:2506.10136 [cn-pdf, pdf, other]

Title: Comparing name generator designs in rural panel studies: analyzing alter retention and change Show Chinese title

Title: 比较农村面板研究中的名字生成器设计：分析 alter 保留和变化

Marian-Gabriel Hâncean, Jürgen Lerner, Christopher McCarty

Comments: 14 pages, 4 tables, 1 figure

Subjects: Methodology (stat.ME) ; Social and Information Networks (cs.SI) ; Physics and Society (physics.soc-ph) ; Applications (stat.AP)

[282] arXiv:2506.10152 [cn-pdf, pdf, html, other]

Title: Robust copula estimation for one-shot devices with correlated failure modes Show Chinese title

Title: 一类一次性设备相关失效模式的鲁棒copula估计

E. Castilla, P.J. Chocano

Subjects: Methodology (stat.ME)

[283] arXiv:2506.10168 [cn-pdf, pdf, html, other]

Title: Momentum Multi-Marginal Schrödinger Bridge Matching Show Chinese title

Title: 动量多边际薛定谔桥匹配

Panagiotis Theodoropoulos, Augustinos D. Saravanos, Evangelos A. Theodorou, Guan-Horng Liu

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

[284] arXiv:2506.10293 [cn-pdf, pdf, html, other]

Title: Distributionally-Constrained Adversaries in Online Learning Show Chinese title

Title: 分布约束对抗者在线学习

Moïse Blanchard, Samory Kpotufe

Subjects: Machine Learning (stat.ML) ; Machine Learning (cs.LG) ; Statistics Theory (math.ST)

[285] arXiv:2506.10354 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Revisiting mean estimation over $\ell_p$ balls: Is the MLE optimal? Show Chinese title

Title: 重新审视$\ell_p$球上的均值估计：MLE 是否最优？

Liviu Aolaritei, Michael I. Jordan, Reese Pathak, Annie Ulichney

Comments: 43 pages, 3 figures

Subjects: Statistics Theory (math.ST) ; Information Theory (cs.IT)

[286] arXiv:2506.10370 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Estimating Signal-to-Noise Ratios for Multivariate High-dimensional Linear Models Show Chinese title

Title: 估计多元高维线性模型的信噪比

Xiaohan Hu, Zhentao Li, Xiaodong Li

Comments: 79 pages, 5 tables

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

[287] arXiv:2506.10433 [cn-pdf, pdf, html, other]

Title: Measuring Semantic Information Production in Generative Diffusion Models Show Chinese title

Title: 生成扩散模型中的语义信息生产测量

Florian Handke, Félix Koulischer, Gabriel Raya, Luca Ambrogioni

Comments: 4 pages, 3 figures, an appendix with derivations and implementation details, accepted at ICLR DeLTa 2025

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

[288] arXiv:2506.10449 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: A note on the properties of the confidence set for the local average treatment effect obtained by inverting the score test Show Chinese title

Title: 关于通过反演得分检验获得的局部平均处理效应置信集的性质的一个注记

Ezequiel Smucler, Ludovico Lanni, David Masip

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

[289] arXiv:2506.10496 [cn-pdf, pdf, other]

Title: Educational Intervention Re-Wires Social Interactions in Isolated Village Networks Show Chinese title

Title: 教育干预重新调整了孤立村庄网络中的社会互动

Marios Papamichalis, Laura Forastiere, Edoardo M. Airoldi, Nicholas A. Christakis

Comments: MS 18 pages, 3 figures, SI 52 pages, 9 figures, 83 tables

Subjects: Applications (stat.AP) ; Physics and Society (physics.soc-ph)

[290] arXiv:2506.10569 [cn-pdf, pdf, html, other]

Title: A composition of simplified physics-based model with neural operator for trajectory-level seismic response predictions of structural systems Show Chinese title

Title: 基于简化的基于物理模型与神经算子的轨迹级地震响应预测方法

Jungho Kim, Sang-ri Yi, Ziqi Wang

Subjects: Applications (stat.AP)

[291] arXiv:2506.10572 [cn-pdf, pdf, other]

Title: Box-Constrained Softmax Function and Its Application for Post-Hoc Calibration Show Chinese title

Title: 约束框软最大函数及其在后验校准中的应用

Kyohei Atarashi, Satoshi Oyama, Hiromi Arai, Hisashi Kashima

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

[292] arXiv:2506.10664 [cn-pdf, pdf, html, other]

Title: Logarithmic Smoothing for Adaptive PAC-Bayesian Off-Policy Learning Show Chinese title

Title: 对自适应PAC-Bayesian离策学习的对数平滑方法

Maxime Haddouche, Otmane Sakhi

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

[293] arXiv:2506.10677 [cn-pdf, pdf, other]

Title: Practical Improvements of A/B Testing with Off-Policy Estimation Show Chinese title

Title: 基于对抗性估计的A/B测试的实际改进

Otmane Sakhi, Alexandre Gilotte, David Rohde

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

[294] arXiv:2506.10688 [cn-pdf, pdf, html, other]

Title: A Bayesian Multisource Fusion Model for Spatiotemporal PM2.5 in an Urban Setting Show Chinese title

Title: 城市环境中基于贝叶斯多源融合的PM2.5时空模型

Abi I. Riley, Marta Blangiardo, Frédéric B. Piel, Andrew Beddows, Sean Beevers, Gary W. Fuller, Paul Agnew, Monica Pirani

Comments: 9 figures, 26 pages

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

[295] arXiv:2506.10748 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Computational Complexity of Statistics: New Insights from Low-Degree Polynomials Show Chinese title

Title: 统计计算复杂度：低次多项式的新见解

Alexander S. Wein

Comments: 50 pages plus references

Subjects: Statistics Theory (math.ST) ; Computational Complexity (cs.CC) ; Machine Learning (stat.ML)

[296] arXiv:2506.10863 [cn-pdf, pdf, html, other]

Title: Nonparametric estimation of an optimal treatment rule with fused randomized trials and missing effect modifiers Show Chinese title

Title: 非参数估计具有融合随机试验和缺失效应修饰符的最优治疗规则

Nicholas Williams, Kara Rudolph, Iván Díaz

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

[297] arXiv:2506.10899 [cn-pdf, pdf, html, other]

Title: Demystifying Spectral Feature Learning for Instrumental Variable Regression Show Chinese title

Title: 解密谱特征学习在工具变量回归中的应用

Dimitri Meunier, Antoine Moulin, Jakub Wornbard, Vladimir R. Kostic, Arthur Gretton

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

[298] arXiv:2506.10908 [cn-pdf, pdf, html, other]

Title: Probably Approximately Correct Labels Show Chinese title

Title: 可能近似正确的标签

Emmanuel J. Candès, Andrew Ilyas, Tijana Zrnic

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

[299] arXiv:2506.10929 [cn-pdf, pdf, html, other]

Title: On feature selection in double-imbalanced data settings: a Random Forest approach Show Chinese title

Title: 关于双重不平衡数据设置中的特征选择：一种随机森林方法

Fabio Demaria

Comments: Working paper

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

[300] arXiv:2506.10971 [cn-pdf, pdf, html, other]

Title: What Exactly Does Guidance Do in Masked Discrete Diffusion Models Show Chinese title

Title: 指导在掩码离散扩散模型中究竟起什么作用

He Ye, Rojas Kevin, Tao Molei

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