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Authors and titles for June 2025

Total of 1266 entries : 1-50 51-100 101-150 151-200 ... 1251-1266
Showing up to 50 entries per page: fewer | more | all
[1] arXiv:2506.00018 [cn-pdf, pdf, html, other]
Title: On the Impact of Monte Carlo Statistical Uncertainty on Surrogate-based Design Optimization
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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)
[26] arXiv:2506.00666 [cn-pdf, pdf, html, other]
Title: Unbiased estimation in new Gini index extensions under gamma distributions
Roberto Vila, Helton Saulo
Comments: 13 pages, 3 figures
Subjects: Methodology (stat.ME)
[27] arXiv:2506.00680 [cn-pdf, pdf, other]
Title: Understanding the European energy crisis through structural causal models
Anton Tausendfreund, Sarah Schreyer, Florian Immig, Ulrich Oberhofer, Julius Trebbien, Aaron Praktiknjo, Benjamin Schäfer, Dirk Witthaut
Comments: 21 pages, 16 figures
Subjects: Applications (stat.AP)
[28] arXiv:2506.00779 [cn-pdf, pdf, html, other]
Title: Uncertainty quantification of synchrosqueezing transform under complicated nonstationary noise
Hau-Tieng Wu, Zhou Zhou
Subjects: Methodology (stat.ME) ; Statistics Theory (math.ST)
[29] arXiv:2506.00818 [cn-pdf, pdf, html, other]
Title: Generalized Linear Markov Decision Process
Sinian Zhang, Kaicheng Zhang, Ziping Xu, Tianxi Cai, Doudou Zhou
Comments: 34 pages, 9 figures
Subjects: Machine Learning (stat.ML) ; Machine Learning (cs.LG)
[30] arXiv:2506.00840 [cn-pdf, pdf, html, other]
Title: Factorized Tail Volatility Model: Augmenting Excess-over-Threshold Method for High-Dimensional Hevay-Tailed Data
Yifan Hu, Yanxi Hou
Subjects: Methodology (stat.ME)
[31] arXiv:2506.00852 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Estimating a regression function under possible heteroscedastic and heavy-tailed errors. Application to shape-restricted regression
Yannick Baraud, Guillaume Maillard
Subjects: Statistics Theory (math.ST)
[32] arXiv:2506.00866 [cn-pdf, pdf, html, other]
Title: Projection Pursuit Density Ratio Estimation
Meilin Wang, Wei Huang, Mingming Gong, Zheng Zhang
Subjects: Machine Learning (stat.ML) ; Machine Learning (cs.LG) ; Methodology (stat.ME)
[33] arXiv:2506.00889 [cn-pdf, pdf, html, other]
Title: Improved Risk Ratio Approximation by Complementary Log-Log Models: A Comparison with Logistic Models
Yuji Tsubota, Kenji Beppu
Subjects: Methodology (stat.ME) ; Applications (stat.AP)
[34] arXiv:2506.00933 [cn-pdf, pdf, html, other]
Title: Reconstruction and Prediction of Volterra Integral Equations Driven by Gaussian Noise
Zhihao Xu, Saisai Ding, Zhikun Zhang, Xiangjun Wang
Subjects: Machine Learning (stat.ML) ; Machine Learning (cs.LG)
[35] arXiv:2506.00977 [cn-pdf, pdf, html, other]
Title: Building nonstationary extreme value model using L-moments
Yire Shin, Yonggwan Shin, Jeong-Soo Park
Journal-ref: Journal of the Korean Statistical Society, 2025
Subjects: Methodology (stat.ME) ; Computation (stat.CO)
[36] arXiv:2506.00984 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: A Quantized Order Estimator
Lida Jing
Subjects: Statistics Theory (math.ST)
[37] arXiv:2506.01044 [cn-pdf, pdf, html, other]
Title: A novel stratified sampler with unbalanced refinement for network reliability assessment
Jianpeng Chan, Iason Papaioannou, Daniel Straub
Subjects: Methodology (stat.ME)
[38] arXiv:2506.01083 [cn-pdf, pdf, html, other]
Title: Generative diffusion posterior sampling for informative likelihoods
Zheng Zhao
Comments: Commemorative issue for celebrating Thomas Kailath's 90th birthday
Journal-ref: Communications in Information and Systems, 2025
Subjects: Machine Learning (stat.ML) ; Machine Learning (cs.LG) ; Systems and Control (eess.SY)
[39] arXiv:2506.01094 [cn-pdf, pdf, html, other]
Title: A Semiparametric Stochastic Volatility Model with Dependent Errors
Yudong Feng, Ashis Gangopadhyay
Subjects: Computation (stat.CO)
[40] arXiv:2506.01098 [cn-pdf, pdf, html, other]
Title: ProjMC$^2$: Scalable and Stable Posterior Inference for Bayesian Spatial Factor Models with Application to Spatial Transcriptomics
Lu Zhang
Comments: 32 pages, 5 figures
Subjects: Methodology (stat.ME)
[41] arXiv:2506.01126 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Discriminating Tail Behavior Using Halfspace Depths: Population and Empirical Perspectives
Sibsankar Singha, Marie Kratz, Sreekar Vadlamani
Comments: 39 pages, 6 figures
Subjects: Statistics Theory (math.ST) ; Methodology (stat.ME)
[42] arXiv:2506.01143 [cn-pdf, pdf, html, other]
Title: Linear regression with overparameterized linear neural networks: Tight upper and lower bounds for implicit $\ell^1$-regularization
Hannes Matt, Dominik Stöger
Subjects: Machine Learning (stat.ML) ; Information Theory (cs.IT) ; Machine Learning (cs.LG) ; Optimization and Control (math.OC)
[43] arXiv:2506.01150 [cn-pdf, pdf, html, other]
Title: Flexible Selective Inference with Flow-based Transport Maps
Sifan Liu, Snigdha Panigrahi
Subjects: Methodology (stat.ME) ; Machine Learning (stat.ML)
[44] arXiv:2506.01191 [cn-pdf, pdf, html, other]
Title: Uncovering Bias Mechanisms in Observational Studies
Ilker Demirel, Zeshan Hussain, Piersilvio De Bartolomeis, David Sontag
Subjects: Methodology (stat.ME) ; Machine Learning (stat.ML)
[45] arXiv:2506.01219 [cn-pdf, pdf, html, other]
Title: Reluctant Interaction Inference after Additive Modeling
Yiling Huang, Snigdha Panigrahi, Guo Yu, Jacob Bien
Comments: 41 pages, 8 figures
Subjects: Methodology (stat.ME)
[46] arXiv:2506.01258 [cn-pdf, pdf, html, other]
Title: Neural Networks for Parameter Estimation of the Discretely Observed Hawkes Process
Jason J. Lambe, Feng Chen, Tom Stindl, Tsz-Kit Jeffrey Kwan
Comments: 26 pages, 7 figures, 9 tables
Subjects: Methodology (stat.ME)
[47] arXiv:2506.01267 [cn-pdf, pdf, html, other]
Title: Adversarial learning for nonparametric regression: Minimax rate and adaptive estimation
Jingfu Peng, Yuhong Yang
Subjects: Machine Learning (stat.ML) ; Machine Learning (cs.LG) ; Statistics Theory (math.ST) ; Methodology (stat.ME)
[48] arXiv:2506.01324 [cn-pdf, pdf, html, other]
Title: Near-Optimal Clustering in Mixture of Markov Chains
Junghyun Lee, Yassir Jedra, Alexandre Proutière, Se-Young Yun
Comments: 36 pages. Minor corrections in v2
Subjects: Machine Learning (stat.ML) ; Information Theory (cs.IT) ; Machine Learning (cs.LG) ; Probability (math.PR)
[49] arXiv:2506.01403 [cn-pdf, pdf, html, other]
Title: High-Dimensional Regularized Additive Matrix Autoregressive Model
Debika Ghosh, Samrat Roy, Nilanjana Chakraborty
Subjects: Methodology (stat.ME)
[50] arXiv:2506.01452 [cn-pdf, pdf, html, other]
Title: e-GAI: e-value-based Generalized $α$-Investing for Online False Discovery Rate Control
Yifan Zhang, Zijian Wei, Haojie Ren, Changliang Zou
Subjects: Methodology (stat.ME)
Total of 1266 entries : 1-50 51-100 101-150 151-200 ... 1251-1266
Showing up to 50 entries per page: fewer | more | all