Statistics

Authors and titles for June 2025

[1251] arXiv:2506.23062 (cross-list from math.PR) [cn-pdf, pdf, html, other]

Title: Shifted Composition IV: Underdamped Langevin and Numerical Discretizations with Partial Acceleration Show Chinese title

Title: 偏置组合 IV：欠阻尼朗之万方程和部分加速的数值离散化

Jason M. Altschuler, Sinho Chewi, Matthew S. Zhang

Subjects: Probability (math.PR) ; Data Structures and Algorithms (cs.DS) ; Analysis of PDEs (math.AP) ; Numerical Analysis (math.NA) ; Statistics Theory (math.ST)

[1252] arXiv:2506.23068 (cross-list from cs.LG) [cn-pdf, pdf, html, other]

Title: Curious Causality-Seeking Agents Learn Meta Causal World Show Chinese title

Title: 好奇的因果探索代理学习元因果世界

Zhiyu Zhao, Haoxuan Li, Haifeng Zhang, Jun Wang, Francesco Faccio, Jürgen Schmidhuber, Mengyue Yang

Comments: 30 pages

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

[1253] arXiv:2506.23112 (cross-list from math.SP) [cn-pdf, pdf, html, other]

Title: Inertia indices of signed graphs with given cyclomatic number and given number of pendant vertices Show Chinese title

Title: 负图的惯性指数与给定环数和悬挂顶点数

Jie Pu, Fang Duan

Subjects: Spectral Theory (math.SP) ; Statistics Theory (math.ST)

[1254] arXiv:2506.23186 (cross-list from cs.LG) [cn-pdf, pdf, html, other]

Title: Efficient Algorithms for Learning and Compressing Monophonic Halfspaces in Graphs Show Chinese title

Title: 图中单音半空间的学习与压缩的高效算法

Marco Bressan, Victor Chepoi, Emmanuel Esposito, Maximilian Thiessen

Subjects: Machine Learning (cs.LG) ; Discrete Mathematics (cs.DM) ; Combinatorics (math.CO) ; Machine Learning (stat.ML)

[1255] arXiv:2506.23286 (cross-list from cs.LG) [cn-pdf, pdf, html, other]

Title: Not All Explanations for Deep Learning Phenomena Are Equally Valuable Show Chinese title

Title: 并非所有对深度学习现象的解释都具有同等价值

Alan Jeffares, Mihaela van der Schaar

Comments: Accepted at ICML 2025 for oral presentation

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

[1256] arXiv:2506.23335 (cross-list from math.OC) [cn-pdf, pdf, html, other]

Title: Breaking a Logarithmic Barrier in the Stopping Time Convergence Rate of Stochastic First-order Methods Show Chinese title

Title: 在随机一阶方法的停止时间收敛率中打破对数障碍

Yasong Feng, Yifan Jiang, Tianyu Wang, Zhiliang Ying

Subjects: Optimization and Control (math.OC) ; Statistics Theory (math.ST)

[1257] arXiv:2506.23344 (cross-list from math.NA) [cn-pdf, pdf, html, other]

Title: Data-Driven Self-Supervised Learning for the Discovery of Solution Singularity for Partial Differential Equations Show Chinese title

Title: 数据驱动的自监督学习用于偏微分方程解奇点的发现

Difeng Cai, Paulina Sepúlveda

Subjects: Numerical Analysis (math.NA) ; Machine Learning (cs.LG) ; Machine Learning (stat.ML)

[1258] arXiv:2506.23510 (cross-list from physics.soc-ph) [cn-pdf, pdf, html, other]

Title: Breadth, Depth, and Flux of Course-Prerequisite Networks Show Chinese title

Title: 课程先修条件网络的广度、深度和通量

Konstantin Zuev, Pavlos Stavrinides

Comments: 11 pages, 9 figures, 1 Table

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

[1259] arXiv:2506.23619 (cross-list from q-fin.ST) [cn-pdf, pdf, html, other]

Title: Overparametrized models with posterior drift Show Chinese title

Title: 参数过多的模型与后验漂移

Guillaume Coqueret, Martial Laguerre

Subjects: Statistical Finance (q-fin.ST) ; Machine Learning (cs.LG) ; Econometrics (econ.EM) ; Machine Learning (stat.ML)

[1260] arXiv:2506.23757 (cross-list from cs.LG) [cn-pdf, pdf, html, other]

Title: Training of Spiking Neural Networks with Expectation-Propagation Show Chinese title

Title: 基于期望传播的脉冲神经网络训练

Dan Yao, Steve McLaughlin, Yoann Altmann

Comments: 10 pages

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

[1261] arXiv:2506.23921 (cross-list from cs.CL) [cn-pdf, pdf, html, other]

Title: The Trilemma of Truth in Large Language Models Show Chinese title

Title: 大型语言模型中的真实性困境

Germans Savcisens, Tina Eliassi-Rad

Subjects: Computation and Language (cs.CL) ; Machine Learning (cs.LG) ; Machine Learning (stat.ML)

[1262] arXiv:2506.23936 (cross-list from math.CO) [cn-pdf, pdf, html, other]

Title: Linear relations of colored Gaussian cycles Show Chinese title

Title: 彩色高斯循环的线性关系

Hannah Göbel, Pratik Misra

Comments: 29 pages, 14 figures

Subjects: Combinatorics (math.CO) ; Algebraic Geometry (math.AG) ; Statistics Theory (math.ST)

[1263] arXiv:2506.24007 (cross-list from econ.EM) [cn-pdf, pdf, html, other]

Title: Minimax and Bayes Optimal Best-Arm Identification Show Chinese title

Title: 最小最大和贝叶斯最优的最佳臂识别

Masahiro Kato

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

[1264] arXiv:2506.24042 (cross-list from cs.LG) [cn-pdf, pdf, html, other]

Title: Faster Diffusion Models via Higher-Order Approximation Show Chinese title

Title: 通过高阶近似加速扩散模型

Gen Li, Yuchen Zhou, Yuting Wei, Yuxin Chen

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

[1265] arXiv:2506.24103 (cross-list from q-bio.PE) [cn-pdf, pdf, html, other]

Title: Sensitivity analysis of epidemic forecasting and spreading on networks with probability generating functions Show Chinese title

Title: 传染病预测和传播在具有概率生成函数的网络上的敏感性分析

Mariah C. Boudreau, William H. W. Thompson, Christopher M. Danforth, Jean-Gabriel Young, Laurent Hébert-Dufresne

Comments: 14 pages, 5 figures

Subjects: Populations and Evolution (q-bio.PE)

[1266] arXiv:2506.24120 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Data Uniformity Improves Training Efficiency and More, with a Convergence Framework Beyond the NTK Regime Show Chinese title

Title: 数据一致性提升训练效率与更多，超越核技巧范式的收敛框架

Yuqing Wang, Shangding Gu

Subjects: Machine Learning (cs.LG) ; Artificial Intelligence (cs.AI) ; Optimization and Control (math.OC) ; Machine Learning (stat.ML)