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Authors and titles for June 2025

[1] arXiv:2506.00018 [cn-pdf, pdf, html, other]

Title: On the Impact of Monte Carlo Statistical Uncertainty on Surrogate-based Design Optimization Show Chinese title

Title: 关于蒙特卡罗统计不确定性对基于代理的设计优化的影响

Omer F. Erdem, David P. Broughton, Josef Svoboda, Chengkun Huang, Majdi I. Radaideh

Comments: 35 pages, 16 Figures, and 7 Tables

Subjects: Applications (stat.AP) ; Computational Physics (physics.comp-ph)

[2] arXiv:2506.00025 [cn-pdf, pdf, html, other]

Title: Modeling Maritime Transportation Behavior Using AIS Trajectories and Markovian Processes in the Gulf of St. Lawrence Show Chinese title

Title: 使用AIS轨迹和马尔可夫过程对圣劳伦斯湾海上交通行为进行建模

Gabriel Spadon, Ruixin Song, Vaishnav Vaidheeswaran, Md Mahbub Alam, Floris Goerlandt, Ronald Pelot

Subjects: Applications (stat.AP) ; Computational Engineering, Finance, and Science (cs.CE) ; Probability (math.PR)

[3] arXiv:2506.00032 [cn-pdf, pdf, html, other]

Title: Deriving Production Functions in Economics Through Data-Driven Dynamical Systems Show Chinese title

Title: 通过数据驱动的动力系统推导经济学中的生产函数

Roman G. Smirnov

Subjects: Applications (stat.AP)

[4] arXiv:2506.00033 [cn-pdf, pdf, html, other]

Title: Probabilistic Spatial Interpolation of Sparse Data using Diffusion Models Show Chinese title

Title: 基于扩散模型的稀疏数据的概率空间插值

Valerie Tsao, Nathaniel W. Chaney, Manolis Veveakis

Comments: 41 pages, 14 figures, submitted to AMS Artificial Intelligence for the Earth Systems

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

[5] arXiv:2506.00044 [cn-pdf, pdf, html, other]

Title: Probabilistic intraday electricity price forecasting using generative machine learning Show Chinese title

Title: 基于生成式机器学习的日内电力价格预测

Jieyu Chen, Sebastian Lerch, Melanie Schienle, Tomasz Serafin, Rafał Weron

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

[6] arXiv:2506.00149 [cn-pdf, pdf, html, other]

Title: Generalizing causal effects with noncompliance: Application to deep canvassing experiments Show Chinese title

Title: 非依从情况下的因果效应推广：深度动员实验的应用

Zhongren Chen, Melody Huang

Subjects: Methodology (stat.ME)

[7] arXiv:2506.00157 [cn-pdf, pdf, other]

Title: Transporting results from a trial to an external target population when trial participation impacts adherence Show Chinese title

Title: 当试验参与影响依从性时，将试验结果转化为外部目标人群时

Rachael K. Ross, Ivan Diaz, Amy J. Pitts, Elizabeth A. Stuart, Kara E. Rudolph

Subjects: Methodology (stat.ME)

[8] arXiv:2506.00171 [cn-pdf, pdf, other]

Title: Minimax Rates for the Estimation of Eigenpairs of Weighted Laplace-Beltrami Operators on Manifolds Show Chinese title

Title: 流形上加权Laplace-Beltrami算子特征对估计的极小极大速率

Nicolás García Trillos, Chenghui Li, Raghavendra Venkatraman

Subjects: Machine Learning (stat.ML) ; Machine Learning (cs.LG) ; Analysis of PDEs (math.AP)

[9] arXiv:2506.00174 [cn-pdf, pdf, html, other]

Title: Constrained Bayesian Optimization under Bivariate Gaussian Process with Application to Cure Process Optimization Show Chinese title

Title: 约束贝叶斯优化在双变量高斯过程中的应用——固化工艺优化

Yezhuo Li, Qiong Zhang, Madhura Limaye, Gang Li

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

[10] arXiv:2506.00182 [cn-pdf, pdf, other]

Title: Overfitting has a limitation: a model-independent generalization error bound based on Rényi entropy Show Chinese title

Title: 过拟合有一个局限性：基于Rényi熵的模型无关泛化误差界

Atsushi Suzuki

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

[11] arXiv:2506.00221 [cn-pdf, pdf, html, other]

Title: Integrating Expert Knowledge and Recursive Bayesian Inference: A Framework for Spatial and Spatio-Temporal Data Challenges Show Chinese title

Title: 整合专家知识与递归贝叶斯推理：空间和时空数据挑战的框架

Mario Figueira, David Conesa, Antonio López-Quílez, Håvard Rue

Comments: 29 pages and 7 figures

Subjects: Methodology (stat.ME)

[12] arXiv:2506.00226 [cn-pdf, pdf, html, other]

Title: Riemannian Principal Component Analysis Show Chinese title

Title: 黎曼主成分分析

Oldemar Rodríguez

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

[13] arXiv:2506.00257 [cn-pdf, pdf, html, other]

Title: Estimation of Optimal Causal Bounds via Covariate-Assisted Optimal Transport Show Chinese title

Title: 通过协变量辅助最优传输估计最优因果边界

Sirui Lin, Zijun Gao, Jose Blanchet, Peter Glynn

Subjects: Methodology (stat.ME)

[14] arXiv:2506.00270 [cn-pdf, pdf, html, other]

Title: Bayesian Data Sketching for Varying Coefficient Regression Models Show Chinese title

Title: 贝叶斯数据速写在变系数回归模型中的应用

Rajarshi Guhaniyogi, Laura Baracaldo, Sudipto Banerjee

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

[15] arXiv:2506.00335 [cn-pdf, pdf, html, other]

Title: Recover Experimental Data with Selection Bias using Counterfactual Logic Show Chinese title

Title: 使用反事实逻辑恢复具有选择偏差的实验数据

Jingyang He, Shuai Wang, Ang Li

Subjects: Methodology (stat.ME) ; Artificial Intelligence (cs.AI)

[16] arXiv:2506.00348 [cn-pdf, pdf, html, other]

Title: Beyond Winning: Margin of Victory Relative to Expectation Unlocks Accurate Skill Ratings Show Chinese title

Title: 超越胜利：相对于预期的胜利 margin 揭开了准确技能评级的面纱

Shivam Shorewala, Zihao Yang

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

[17] arXiv:2506.00379 [cn-pdf, pdf, html, other]

Title: Label-shift robust federated feature screening for high-dimensional classification Show Chinese title

Title: 类别分布偏移鲁棒的联邦高维分类特征筛选方法

Qi Qin, Erbo Li, Xingxiang Li, Yifan Sun, Wu Wang, Chen Xu

Comments: 57 pages,9 tables,8 figures

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

[18] arXiv:2506.00393 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Asymptotic analysis of high-dimensional uniformity tests under heavy-tailed alternatives Show Chinese title

Title: 高维均匀性检验在重尾备选假设下的渐近分析

Tiefeng Jiang, Tuan Pham

Subjects: Statistics Theory (math.ST)

[19] arXiv:2506.00401 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: $L_2$-norm posterior contraction in Gaussian models with unknown variance Show Chinese title

Title: $L_2$-范数后验收缩在方差未知的高斯模型中

Seonghyun Jeong

Subjects: Statistics Theory (math.ST)

[20] arXiv:2506.00444 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Detecting non-uniform patterns on high-dimensional hyperspheres Show Chinese title

Title: 检测高维超球面上的非均匀模式

Tiefeng Jiang, Tuan Pham

Subjects: Statistics Theory (math.ST)

[21] arXiv:2506.00446 [cn-pdf, pdf, html, other]

Title: Off-Policy Evaluation of Ranking Policies via Embedding-Space User Behavior Modeling Show Chinese title

Title: 基于嵌入空间用户行为建模的排名策略的离策评估

Tatsuki Takahashi, Chihiro Maru, Hiroko Shoji

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

[22] arXiv:2506.00556 [cn-pdf, pdf, html, other]

Title: Estimands for Randomized Discontinuation Designs in Oncology Show Chinese title

Title: 肿瘤学中随机退出设计的估计目标

Ayon Mukherjee, Oleksandr Sverdlov, Ngoc-Thuy Ha, Yu Deng

Comments: 8 pages, 1 table

Subjects: Methodology (stat.ME)

[23] arXiv:2506.00557 [cn-pdf, pdf, other]

Title: Score Matching With Missing Data Show Chinese title

Title: 带缺失数据的匹配评分

Josh Givens, Song Liu, Henry W J Reeve

Comments: Accepted for ICML 2025 Conference Proceedings (Spotlight)

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

[24] arXiv:2506.00561 [cn-pdf, pdf, html, other]

Title: Assessing Climate-Driven Mortality Risk: A Stochastic Approach with Distributed Lag Non-Linear Models Show Chinese title

Title: 评估气候驱动的死亡风险：具有分布滞后非线性模型的随机方法

Jiacheng Min, Han Li, Thomas Nagler, Shuanming Li

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

[25] arXiv:2506.00602 [cn-pdf, pdf, html, other]

Title: Assessing Honey Bee Colony Health Using Temperature Time Series Show Chinese title

Title: 利用温度时间序列评估蜜蜂群落健康状况

Karina Arias-Calluari, Theotime Colin, Tanya Latty, Mary Myerscough, Eduardo G. Altmann

Comments: 14 pages, 7 figures and 1 repository

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