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Authors and titles for June 2025

[151] arXiv:2506.04813 [cn-pdf, pdf, html, other]

Title: Distributional encoding for Gaussian process regression with qualitative inputs Show Chinese title

Title: 具有定性输入的高斯过程回归的分布编码

Sébastien Da Veiga (ENSAI, CREST, RT-UQ)

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

[152] arXiv:2506.04814 [cn-pdf, pdf, other]

Title: Distributed lag non-linear models with Laplacian-P-splines for analysis of spatially structured time series Show Chinese title

Title: 带有拉普拉斯-P-样条的分布滞后非线性模型用于空间结构时间序列的分析

Sara Rutten, Bryan Sumalinab, Oswaldo Gressani, Thomas Neyens, Elisa Duarte, Niel Hens, Christel Faes

Subjects: Methodology (stat.ME)

[153] arXiv:2506.04825 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: A dimension reduction for extreme types of directed dependence Show Chinese title

Title: 极端方向依赖的维数约简

Sebastian Fuchs, Carsten Limbach

Comments: 14 pages, 7 figures

Subjects: Statistics Theory (math.ST)

[154] arXiv:2506.04868 [cn-pdf, pdf, html, other]

Title: Bayesian Doubly Robust Causal Inference via Posterior Coupling Show Chinese title

Title: 通过后验耦合的贝叶斯双重稳健因果推断

Shunichiro Orihara, Tomotaka Momozaki, Shonosuke Sugasawa

Comments: Keywords: Bayesian inference, Double robustness, Efficiency improvement, Entropic tilting, Propensity score

Subjects: Methodology (stat.ME)

[155] arXiv:2506.04878 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: kTULA: A Langevin sampling algorithm with improved KL bounds under super-linear log-gradients Show Chinese title

Title: kTULA：一种具有改进的超线性对数梯度KL界的Langevin抽样算法

Iosif Lytras, Sotirios Sabanis, Ying Zhang

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

[156] arXiv:2506.04945 [cn-pdf, pdf, other]

Title: Learning Joint Interventional Effects from Single-Variable Interventions in Additive Models Show Chinese title

Title: 基于加性模型单变量干预学习联合干预效应

Armin Kekić, Sergio Hernan Garrido Mejia, Bernhard Schölkopf

Comments: To be published at the International Conference on Machine Learning (ICML) 2025

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

[157] arXiv:2506.05043 [cn-pdf, pdf, html, other]

Title: Small area estimation of growing stock timber volume, basal area, mean stem diameter, and stem density for mountain forests in Austria Show Chinese title

Title: 奥地利山地森林生长木材体积、断面积、平均树干直径和林分密度的小区域估计

Arne Nothdurft, Valentin Sarkleti, Tobias Ofner-Graff, Andreas Tockner, Christoph Gollob, Tim Ritter, Ralf Kraßnitzer, Philip Svazek, Martin Kühmaier, Karl Stampfer, Andrew O. Finley

Subjects: Applications (stat.AP)

[158] arXiv:2506.05103 [cn-pdf, pdf, html, other]

Title: Goodness-of-fit testing for the stationary density of a size-structured PDE Show Chinese title

Title: 适合度检验用于尺寸结构PDE的平稳密度

Van Ha Hoang, Phu Thanh Nguyen, Thanh Mai Pham Ngoc, Vincent Rivoirard, Viet Chi Tran

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

[159] arXiv:2506.05112 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: At the edge of Donsker's Theorem: Asymptotics of multiscale scan statistics Show Chinese title

Title: 在Donsker定理的边缘：多尺度扫描统计量的渐近性质

Johann Köhne, Fabian Mies

Comments: 41 pages, 4 figures

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

[160] arXiv:2506.05113 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Statistical microlocal analysis in two-dimensional X-ray CT Show Chinese title

Title: 二维X射线CT的统计性微观分析

Anuj Abhishek, Alexander Katsevich, James W. Webber

Comments: 27 pages, 13 figures

Subjects: Statistics Theory (math.ST) ; Functional Analysis (math.FA)

[161] arXiv:2506.05116 [cn-pdf, pdf, other]

Title: The Spurious Factor Dilemma: Robust Inference in Heavy-Tailed Elliptical Factor Models Show Chinese title

Title: 虚假因子困境：重尾椭圆因子模型中的稳健推断

Jiang Hu, Jiahui Xie, Yangchun Zhang, Wang Zhou

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

[162] arXiv:2506.05120 [cn-pdf, pdf, html, other]

Title: Nonlinear Causal Discovery for Grouped Data Show Chinese title

Title: 非线性因果发现用于分组数据

Konstantin Göbler, Tobias Windisch, Mathias Drton

Comments: 9 pages, 5 figures, to be published at UAI'25

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

[163] arXiv:2506.05202 [cn-pdf, pdf, html, other]

Title: Causal Effect Identification in lvLiNGAM from Higher-Order Cumulants Show Chinese title

Title: 从高阶累积量识别lvLiNGAM中的因果效应

Daniele Tramontano, Yaroslav Kivva, Saber Salehkaleybar, Mathias Drton, Negar Kiyavash

Comments: Accepted at ICML 2025

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

[164] arXiv:2506.05261 [cn-pdf, pdf, html, other]

Title: A seasonal to decadal calibration of 1990-2100 eastern Canadian freshwater discharge simulations by observations, data models, and neural networks Show Chinese title

Title: 基于观测数据、数据模型和神经网络的1990-2100年加拿大东部淡水径流模拟的季节到十年校准

Richard E. Danielson, Minghong Zhang, Joël Chassé, Will Perrie

Subjects: Applications (stat.AP)

[165] arXiv:2506.05308 [cn-pdf, pdf, html, other]

Title: Estimation of Treatment Effects Under Nonstationarity via the Truncated Policy Gradient Estimator Show Chinese title

Title: 非平稳性下通过截断策略梯度估计量的处理效应估计

Ramesh Johari, Tianyi Peng, Wenqian Xing

Subjects: Methodology (stat.ME)

[166] arXiv:2506.05329 [cn-pdf, pdf, html, other]

Title: Admissibility of Completely Randomized Trials: A Large-Deviation Approach Show Chinese title

Title: 完全随机试验的可接受性：大偏差方法

Guido Imbens, Chao Qin, Stefan Wager

Comments: A one-page abstract of this work will appear at the 26th ACM Conference on Economics and Computation (EC'25)

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

[167] arXiv:2506.05354 [cn-pdf, pdf, html, other]

Title: Adaptive stable distribution and Hurst exponent by method of moments moving estimator for nonstationary time series Show Chinese title

Title: 非平稳时间序列的矩方法移动估计器的自适应稳定分布和赫斯特指数

Jarek Duda

Comments: 5 pages, 7 figures. arXiv admin note: text overlap with arXiv:2304.03069

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

[168] arXiv:2506.05544 [cn-pdf, pdf, html, other]

Title: Online Conformal Model Selection for Nonstationary Time Series Show Chinese title

Title: 非平稳时间序列的在线一致性模型选择

Shibo Li, Yao Zheng

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

[169] arXiv:2506.05570 [cn-pdf, pdf, html, other]

Title: Testing Hypotheses of Covariate Effects on Topics of Discourse Show Chinese title

Title: 检验话语主题协变量效应的假设

Gabriel Phelan, David A. Campbell

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

[170] arXiv:2506.05590 [cn-pdf, pdf, html, other]

Title: Nonlinear Causal Discovery through a Sequential Edge Orientation Approach Show Chinese title

Title: 非线性因果发现通过序列边定向方法

Stella Huang, Qing Zhou

Comments: 42 Pages, 13 figures, 3 tables

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

[171] arXiv:2506.05592 [cn-pdf, pdf, html, other]

Title: Equitable Discrimination in Survival Prediction: The Maximum Expected C-Index Show Chinese title

Title: 生存预测中的公平歧视：最大预期C指数

Felipe Simon, Francisco Perez-Galarce, Joris van de Klundert

Comments: 32 pages, 1 figures

Subjects: Applications (stat.AP)

[172] arXiv:2506.05609 [cn-pdf, pdf, html, other]

Title: Non-Heuristic Selection via Hybrid Regularized and Machine Learning Models for Insurance Show Chinese title

Title: 基于混合正则化和机器学习模型的非启发式选择在保险中的应用

Luciano Ribeiro Galvão, Rafael de Andrade Moral

Comments: 28 pages, 10 figures, part of PhD thesis at University of S\~ao Paulo (USP)

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

[173] arXiv:2506.05773 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Ordering Results between Two Extreme Order Statistics with Heterogeneous Linear Failure Rate Distributed Components Show Chinese title

Title: 具有异质线性故障率分布组件的两个极值次序统计量之间的排序结果

CM Revathi, Rajesh Moharana, Raju Bhakta

Comments: 20 pages, 20 figures

Subjects: Statistics Theory (math.ST)

[174] arXiv:2506.05776 [cn-pdf, pdf, html, other]

Title: The effects of retraining on the stability of global models in retail demand forecasting Show Chinese title

Title: 重新训练对零售需求预测中全局模型稳定性的影响

Marco Zanotti

Subjects: Applications (stat.AP) ; Other Statistics (stat.OT)

[175] arXiv:2506.05866 [cn-pdf, pdf, html, other]

Title: Analysis of points outcome in ATP Grand Slam Tennis using big data and machine learning Show Chinese title

Title: 使用大数据和机器学习的ATP大满贯网球得分结果分析

Martin Illum (1), Hans Christian Bechsøfft Mikkelsen (1), Emil Hovad (1) ((1) Department of Applied Mathematics and Computer Science, Technical University of Denmark, Richard Petersens Plads, Denmark)

Subjects: Applications (stat.AP)

[176] arXiv:2506.05882 [cn-pdf, pdf, other]

Title: Fusion of heterogeneous data for robust degradation prognostics Show Chinese title

Title: 异构数据融合用于稳健的退化预测

Edgar Jaber (EDF R\&D PRISME, CB, LISN), Emmanuel Remy (EDF R\&D PRISME), Vincent Chabridon (EDF R\&D PRISME), Mathilde Mougeot (ENSIIE, CB), Didier Lucor (LISN)

Subjects: Methodology (stat.ME)

[177] arXiv:2506.05905 [cn-pdf, pdf, html, other]

Title: Sequential Monte Carlo approximations of Wasserstein--Fisher--Rao gradient flows Show Chinese title

Title: Wasserstein-Fisher-Rao梯度流的顺序蒙特卡罗近似

Francesca R. Crucinio, Sahani Pathiraja

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

[178] arXiv:2506.05913 [cn-pdf, pdf, html, other]

Title: Optimal designs for identifying effective doses in drug combination studies Show Chinese title

Title: 药物联合研究中确定有效剂量的最佳设计

Leonie Schürmeyer, Ludger Sandig, Leonie Theresa Hezler, Bernd-Wolfgang Igl, Kirsten Schorning

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

[179] arXiv:2506.05922 [cn-pdf, pdf, html, other]

Title: Yule-Walker Estimation for Functional Time Series in Hilbert Space Show Chinese title

Title: Hilbert空间中函数时间序列的Yule-Walker估计

Ying Niu, Yuwei Zhao, Zhao Chen, Christina Dan Wang

Subjects: Methodology (stat.ME)

[180] arXiv:2506.05963 [cn-pdf, pdf, html, other]

Title: Permutation-Free High-Order Interaction Tests Show Chinese title

Title: 无排列高阶交互作用检验

Zhaolu Liu, Robert L. Peach, Mauricio Barahona

Comments: 17 pages, 13 figures

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

[181] arXiv:2506.06056 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: On Rank Correlation Coefficients Show Chinese title

Title: 关于秩相关系数

Alexei Stepanov

Comments: no comment

Subjects: Statistics Theory (math.ST)

[182] arXiv:2506.06081 [cn-pdf, pdf, html, other]

Title: Spatial Process Mining Show Chinese title

Title: 空间过程挖掘

Shintaro Yoshizawa, Takayuki Kanai, Masahiro Kagi

Subjects: Applications (stat.AP)

[183] arXiv:2506.06087 [cn-pdf, pdf, other]

Title: Multilevel neural simulation-based inference Show Chinese title

Title: 多级神经网络仿真基础推断

Yuga Hikida, Ayush Bharti, Niall Jeffrey, François-Xavier Briol

Subjects: Machine Learning (stat.ML) ; Cosmology and Nongalactic Astrophysics (astro-ph.CO) ; Instrumentation and Methods for Astrophysics (astro-ph.IM) ; Machine Learning (cs.LG) ; Computation (stat.CO)

[184] arXiv:2506.06233 [cn-pdf, pdf, html, other]

Title: Bayesian variable selection in a Cox proportional hazards model with the "Sum of Single Effects" prior Show Chinese title

Title: Cox比例风险模型中具有“单效应和”先验的贝叶斯变量选择

Yunqi Yang, Karl Tayeb, Peter Carbonetto, Xiaoyuan Zhong, Carole Ober, Matthew Stephens

Subjects: Methodology (stat.ME) ; Quantitative Methods (q-bio.QM) ; Applications (stat.AP)

[185] arXiv:2506.06243 [cn-pdf, pdf, html, other]

Title: Fairmetrics: An R package for group fairness evaluation Show Chinese title

Title: Fairmetrics：一个用于群体公平性评估的R包

Benjamin Smith, Jianhui Gao, Jessica Gronsbell

Comments: 6 pages, 1 figure, 1 table

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

[186] arXiv:2506.06259 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: An Optimized Franz-Parisi Criterion and its Equivalence with SQ Lower Bounds Show Chinese title

Title: 一种优化的弗朗茨-帕拉西判据及其与 SQ 下界等价性

Siyu Chen, Theodor Misiakiewicz, Ilias Zadik, Peiyuan Zhang

Subjects: Statistics Theory (math.ST) ; Statistical Mechanics (cond-mat.stat-mech) ; Computational Complexity (cs.CC) ; Machine Learning (stat.ML)

[187] arXiv:2506.06267 [cn-pdf, pdf, html, other]

Title: When Measurement Mediates the Effect of Interest Show Chinese title

Title: 当测量中介感兴趣的效果时

Joy Zora Nakato, Janice Litunya, Brian Beesiga, Jane Kabami, James Ayieko, Moses R. Kamya, Gabriel Chamie, Laura B. Balzer

Comments: 20 pages, 3 figures

Subjects: Methodology (stat.ME)

[188] arXiv:2506.06382 [cn-pdf, pdf, html, other]

Title: On the Fundamental Impossibility of Hallucination Control in Large Language Models Show Chinese title

Title: 关于大型语言模型中幻觉控制的根本不可能性

Michał P. Karpowicz

Comments: Mathematics debugged: added examples, corrected transformer example, re-edited, typos removed

Subjects: Machine Learning (stat.ML) ; Artificial Intelligence (cs.AI) ; Computation and Language (cs.CL) ; Computer Science and Game Theory (cs.GT) ; Machine Learning (cs.LG)

[189] arXiv:2506.06491 [cn-pdf, pdf, html, other]

Title: When Tukey meets Chauvenet: a new boxplot criterion for outlier detection Show Chinese title

Title: 当图基遇到肖文内特：一种新的箱线图异常值检测标准

Hongmei Lin, Riquan Zhang, Tiejun Tong

Comments: 30 pages, 6 figures, 1 table

Journal-ref: Journal of Computational and Graphical Statistics, 2025

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

[190] arXiv:2506.06493 [cn-pdf, pdf, html, other]

Title: Near-real-time ship grounding damage assessment using Bayesian networks Show Chinese title

Title: 使用贝叶斯网络的近实时船舶搁浅损害评估

Dimitris G. Georgiadis, Manolis S. Samuelides, Daniel Straub

Comments: Preprint submitted to Elsevier journal

Subjects: Applications (stat.AP)

[191] arXiv:2506.06542 [cn-pdf, pdf, html, other]

Title: Direct Fisher Score Estimation for Likelihood Maximization Show Chinese title

Title: 直接Fisher分数估计用于最大化似然性

Sherman Khoo, Yakun Wang, Song Liu, Mark Beaumont

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

[192] arXiv:2506.06550 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: A New Two-Sample Test for Covariance Matrices in High Dimensions: U-Statistics Meet Leading Eigenvalues Show Chinese title

Title: 高维两样本协方差矩阵检验的新方法：U 统计量与主特征值的结合

Thomas Lam, Nina Dörnemann, Holger Dette

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

[193] arXiv:2506.06613 [cn-pdf, pdf, html, other]

Title: Robust Learnability of Sample-Compressible Distributions under Noisy or Adversarial Perturbations Show Chinese title

Title: 具有样本压缩性质的分布在线噪或对抗扰动下的鲁棒可学习性

Arefe Boushehrian, Amir Najafi

Comments: 50 pages, 1 figure

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

[194] arXiv:2506.06615 [cn-pdf, pdf, html, other]

Title: Inward and Outward Spillover Effects of One Unit's Treatment on Network Neighbors under Partial Interference Show Chinese title

Title: 部分干扰下某一单位处理对网络邻居的内向和外向溢出效应

Fei Fang, Edoardo M Airoldi, Laura Forastiere

Subjects: Methodology (stat.ME)

[195] arXiv:2506.06660 [cn-pdf, pdf, html, other]

Title: Efficient Mirror-type Kernels for the Metropolis-Hastings Algorithm Show Chinese title

Title: Metropolis-Hastings算法的有效镜像核

Nuo Guan, Xiyun Jiao

Subjects: Computation (stat.CO)

[196] arXiv:2506.06707 [cn-pdf, pdf, other]

Title: Comparing methods for handling missing data in electronic health records for dynamic risk prediction of central-line associated bloodstream infection Show Chinese title

Title: 比较处理电子健康记录中缺失数据的方法以进行中央导管相关血流感染的动态风险预测

Shan Gao, Elena Albu, Pieter Stijnen, Frank Rademakers, Veerle Cossey, Yves Debaveye, Christel Janssens, Ben Van Calster, Laure Wynants

Comments: arXiv admin note: text overlap with arXiv:2405.01986

Subjects: Applications (stat.AP)

[197] arXiv:2506.06778 [cn-pdf, pdf, html, other]

Title: Continuous Semi-Implicit Models Show Chinese title

Title: 连续半隐式模型

Longlin Yu, Jiajun Zha, Tong Yang, Tianyu Xie, Xiangyu Zhang, S.-H. Gary Chan, Cheng Zhang

Comments: 26 pages, 8 figures, ICML 2025

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

[198] arXiv:2506.06828 [cn-pdf, pdf, html, other]

Title: The Currents of Conflict: Decomposing Conflict Trends with Gaussian Processes Show Chinese title

Title: 冲突的潮流：用高斯过程分解冲突趋势

Simon P. von der Maase

Comments: Total Words: 8122, Total pages: 28, Total figures: 6, Total Tables: 5

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

[199] arXiv:2506.06840 [cn-pdf, pdf, html, other]

Title: A Statistical Framework for Model Selection in LSTM Networks Show Chinese title

Title: 长短期记忆网络中的模型选择的统计框架

Fahad Mostafa

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

[200] arXiv:2506.06845 [cn-pdf, pdf, html, other]

Title: Linear Discriminant Analysis with Gradient Optimization on Covariance Inverse Show Chinese title

Title: 基于协方差逆的梯度优化线性判别分析

Cencheng Shen, Yuexiao Dong

Comments: 10 pages

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