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Authors and titles for June 2025

[351] arXiv:2506.12534 [cn-pdf, pdf, html, other]

Title: A data-based notion of quantiles on Hadamard spaces Show Chinese title

Title: 基于数据的Hadamard空间中的分位数概念

Ha-Young Shin, Hee-Seok Oh

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

[352] arXiv:2506.12591 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: An Easily Tunable Approach to Robust and Sparse High-Dimensional Linear Regression Show Chinese title

Title: 一种易于调节的鲁棒稀疏高维线性回归方法

Takeyuki Sasai, Hironori Fujisawa

Subjects: Statistics Theory (math.ST)

[353] arXiv:2506.12621 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Asymptotic Distribution of Low-Dimensional Patterns Induced by Non-Differentiable Regularizers under General Loss Functions Show Chinese title

Title: 一般损失函数下由非可微正则化器诱导的低维模式的渐近分布

Ivan Hejný, Jonas Wallin, Małgorzata Bogdan

Comments: 26 pages, 4 figures

Subjects: Statistics Theory (math.ST)

[354] arXiv:2506.12626 [cn-pdf, pdf, html, other]

Title: Kernel Density Balancing Show Chinese title

Title: 核密度平衡

John Park, Ning Hao, Yue Selena Niu, Ming Hu

Subjects: Applications (stat.AP)

[355] arXiv:2506.12654 [cn-pdf, pdf, html, other]

Title: Robust and efficient multiple-unit switchback experimentation Show Chinese title

Title: 鲁棒且高效的多单元回溯实验设计

Paul Missault, Lorenzo Masoero, Christian Delbé, Thomas Richardson, Guido Imbens

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

[356] arXiv:2506.12655 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Beyond Sin-Squared Error: Linear-Time Entrywise Uncertainty Quantification for Streaming PCA Show Chinese title

Title: 超越平方误差：流式PCA的线性时间逐元素不确定性量化

Syamantak Kumar, Shourya Pandey, Purnamrita Sarkar

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

[357] arXiv:2506.12677 [cn-pdf, pdf, html, other]

Title: Dependent Randomized Rounding for Budget Constrained Experimental Design Show Chinese title

Title: 预算约束实验设计的依赖随机舍入

Khurram Yamin, Edward Kennedy, Bryan Wilder

Comments: UAI 2025 Paper

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

[358] arXiv:2506.12701 [cn-pdf, pdf, html, other]

Title: Effect Decomposition of Functional-Output Computer Experiments via Orthogonal Additive Gaussian Processes Show Chinese title

Title: 基于正交加性高斯过程的功能输出计算机实验的效果分解

Yu Tan, Yongxiang Li, Xiaowu Dai, Kwok-Leung Tsui

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

[359] arXiv:2506.12732 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: On the attainment of the Wasserstein--Cramer--Rao lower bound Show Chinese title

Title: 关于Wasserstein--Cramer--Rao下界的有效性

Hayato Nishimori, Takeru Matsuda

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

[360] arXiv:2506.12741 [cn-pdf, pdf, html, other]

Title: Efficient Implementation of a Semiparametric Joint Model for Multivariate Longitudinal Biomarkers and Competing Risks Time-to-Event Data Show Chinese title

Title: 半参数联合模型在多变量纵向生物标志物和竞争风险时间至事件数据分析中的高效实现

Shanpeng Li, Emily Ouyang, Jin Zhou, Xinping Cui, Gang Li

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

[361] arXiv:2506.12743 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: IAPO estimators in Exponentiated Frechet case Show Chinese title

Title: 指数化弗雷歇情形下的IAPO估计量

Pavlina Jordanova, Evelina Veleva

Comments: The article has been submitted for the proceedings of 51st International Conference Applications of Mathematics in Engineering and Economics, 7 - 13 June 2025, Sozopol, Bulgaria

Subjects: Statistics Theory (math.ST)

[362] arXiv:2506.12751 [cn-pdf, pdf, html, other]

Title: Single Index Bandits: Generalized Linear Contextual Bandits with Unknown Reward Functions Show Chinese title

Title: 单指标Bandits：具有未知奖励函数的广义线性上下文Bandits

Yue Kang, Mingshuo Liu, Bongsoo Yi, Jing Lyu, Zhi Zhang, Doudou Zhou, Yao Li

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

[363] arXiv:2506.12771 [cn-pdf, pdf, html, other]

Title: A Residual Prediction Test for the Well-Specification of Linear Instrumental Variable Models Show Chinese title

Title: 线性工具变量模型充分性的残差预测检验

Cyrill Scheidegger, Malte Londschien, Peter Bühlmann

Subjects: Methodology (stat.ME)

[364] arXiv:2506.12829 [cn-pdf, pdf, html, other]

Title: General and Estimable Learning Bound Unifying Covariate and Concept Shifts Show Chinese title

Title: 通用且可估计的学习界限统一协变量和概念偏移

Hongbo Chen, Li Charlie Xia

Comments: 10 pages, 4 figures

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

[365] arXiv:2506.12839 [cn-pdf, pdf, html, other]

Title: Fair Bayesian Model-Based Clustering Show Chinese title

Title: 公平的贝叶斯基于模型的聚类

Jihu Lee, Kunwoong Kim, Yongdai Kim

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

[366] arXiv:2506.12869 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Finite sample-optimal adjustment sets in linear Gaussian causal models Show Chinese title

Title: 有限样本最优调整集在线性高斯因果模型中

Nadja Rutsch, Sara Magliacane, Stéphanie van der Pas

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

[367] arXiv:2506.12903 [cn-pdf, pdf, html, other]

Title: Variational Learning Finds Flatter Solutions at the Edge of Stability Show Chinese title

Title: 变分学习在稳定性的边缘找到更平坦的解

Avrajit Ghosh, Bai Cong, Rio Yokota, Saiprasad Ravishankar, Rongrong Wang, Molei Tao, Mohammad Emtiyaz Khan, Thomas Möllenhoff

Journal-ref: NeurIPS-2025

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

[368] arXiv:2506.13007 [cn-pdf, pdf, html, other]

Title: High-dimensional regression with outcomes of mixed-type using the multivariate spike-and-slab LASSO Show Chinese title

Title: 使用多元 spike-and-slab LASSO 的混合类型结果的高维回归

Soham Ghosh, Sameer K. Deshpande

Subjects: Methodology (stat.ME)

[369] arXiv:2506.13017 [cn-pdf, pdf, html, other]

Title: Deep Spatial Neural Net Models with Functional Predictors: Application in Large-Scale Crop Yield Prediction Show Chinese title

Title: 具有函数预测器的深度空间神经网络模型：在大规模作物产量预测中的应用

Yeonjoo Park, Bo Li, Yehua Li

Subjects: Applications (stat.AP)

[370] arXiv:2506.13025 [cn-pdf, pdf, html, other]

Title: Discussion of "Causal and counterfactual views of missing data models" by Razieh Nabi, Rohit Bhattacharya, Ilya Shpitser, & James M. Robins Show Chinese title

Title: 关于“Razieh Nabi、Rohit Bhattacharya、Ilya Shpitser与James M. Robins所著的《缺失数据模型的因果与反事实视角》的讨论”

Alex W. Levis, Edward H. Kennedy

Subjects: Methodology (stat.ME)

[371] arXiv:2506.13071 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Limiting distributions of ratios of Binomial random variables Show Chinese title

Title: 二项随机变量比值的极限分布

Adriel Barretto, Zachary Lubberts

Comments: 9 pages, 20 figures

Journal-ref: The Oculus, 2025, pp. 80-91

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

[372] arXiv:2506.13132 [cn-pdf, pdf, other]

Title: The Mixed-Sparse-Smooth-Model Toolbox (MSSM): Efficient Estimation and Selection of Large Multi-Level Statistical Models Show Chinese title

Title: 混合稀疏平滑模型工具箱（MSSM）：高效估计和选择大规模多级统计模型

Joshua Krause, Jelmer P. Borst, Jacolien van Rij

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

[373] arXiv:2506.13139 [cn-pdf, pdf, other]

Title: Random Matrix Theory for Deep Learning: Beyond Eigenvalues of Linear Models Show Chinese title

Title: 深度学习的随机矩阵理论：超越线性模型的特征值

Zhenyu Liao, Michael W. Mahoney

Comments: 30 pages, 6 figures

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

[374] arXiv:2506.13152 [cn-pdf, pdf, html, other]

Title: Fortified Proximal Causal Inference with Many Invalid Proxies Show Chinese title

Title: 带有许多无效代理的强化邻近因果推断

Myeonghun Yu, Xu Shi, Eric J. Tchetgen Tchetgen

Subjects: Methodology (stat.ME)

[375] arXiv:2506.13211 [cn-pdf, pdf, other]

Title: Bayesian Active Learning of (small) Quantile Sets through Expected Estimator Modification Show Chinese title

Title: 通过期望估计器修改的贝叶斯主动学习小分位数集

Romain Ait Abdelmalek-Lomenech (L2S,RT-UQ), Julien Bect (L2S,RT-UQ), Emmanuel Vazquez (L2S,RT-UQ)

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