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Authors and titles for June 2025

Total of 1266 entries : 1-50 51-100 101-150 151-200 201-250 251-300 301-350 351-400 ... 1251-1266
Showing up to 50 entries per page: fewer | more | all
[201] arXiv:2506.06919 [cn-pdf, pdf, html, other]
Title: Tensor Stochastic Regression for High-dimensional Time Series via CP Decomposition
Shibo Li, Yao Zheng
Subjects: Methodology (stat.ME)
[202] arXiv:2506.07011 [cn-pdf, pdf, html, other]
Title: Half-AVAE: Adversarial-Enhanced Factorized and Structured Encoder-Free VAE for Underdetermined Independent Component Analysis
Yuan-Hao Wei, Yan-Jie Sun
Subjects: Machine Learning (stat.ML) ; Machine Learning (cs.LG) ; Signal Processing (eess.SP)
[203] arXiv:2506.07096 [cn-pdf, pdf, html, other]
Title: Efficient and Robust Block Designs for Order-of-Addition Experiments
Chang-Yun Lin
Subjects: Methodology (stat.ME) ; Applications (stat.AP)
[204] arXiv:2506.07140 [cn-pdf, pdf, html, other]
Title: Quantile-Optimal Policy Learning under Unmeasured Confounding
Zhongren Chen, Siyu Chen, Zhengling Qi, Xiaohong Chen, Zhuoran Yang
Subjects: Machine Learning (stat.ML) ; Machine Learning (cs.LG) ; Econometrics (econ.EM)
[205] arXiv:2506.07167 [cn-pdf, pdf, html, other]
Title: Spectral Clustering with Likelihood Refinement is Optimal for Latent Class Recovery
Zhongyuan Lyu, Yuqi Gu
Subjects: Methodology (stat.ME)
[206] arXiv:2506.07206 [cn-pdf, pdf, html, other]
Title: Change-Points Detection and Support Recovery for Spatially Indexed Functional Data
Fengyi Song, Decai Liang, Changliang Zou
Subjects: Methodology (stat.ME)
[207] arXiv:2506.07224 [cn-pdf, pdf, html, other]
Title: Strongly Consistent Community Detection in Popularity Adjusted Block Models
Quan Yuan, Binghui Liu, Danning Li, Lingzhou Xue
Comments: 11 figures
Subjects: Methodology (stat.ME) ; Statistics Theory (math.ST) ; Machine Learning (stat.ML)
[208] arXiv:2506.07259 [cn-pdf, pdf, html, other]
Title: ALINE: Joint Amortization for Bayesian Inference and Active Data Acquisition
Daolang Huang, Xinyi Wen, Ayush Bharti, Samuel Kaski, Luigi Acerbi
Comments: 27 pages, 13 figures. Accepted at the 39th Conference on Neural Information Processing Systems (NeurIPS 2025)
Subjects: Machine Learning (stat.ML) ; Machine Learning (cs.LG)
[209] arXiv:2506.07273 [cn-pdf, pdf, other]
Title: Impact of Label Noise from Large Language Models Generated Annotations on Evaluation of Diagnostic Model Performance
Mohammadreza Chavoshi, Hari Trivedi, Janice Newsome, Aawez Mansuri, Chiratidzo Rudado Sanyika, Rohan Satya Isaac, Frank Li, Theo Dapamede, Judy Gichoya
Subjects: Methodology (stat.ME) ; Applications (stat.AP)
[210] arXiv:2506.07365 [cn-pdf, pdf, other]
Title: Advancing Waterfall Plots for Cancer Treatment Response Assessment through Adjustment of Incomplete Follow-Up Time
Zhe (April)Wang, Linda Z. Sun, Cong Chen
Subjects: Applications (stat.AP)
[211] arXiv:2506.07387 [cn-pdf, pdf, html, other]
Title: Integrating tumor burden with survival outcome for treatment effect evaluation in oncology trials
Saurabh Bhandari, Michael J. Daniels, Chenguang Wang
Subjects: Methodology (stat.ME)
[212] arXiv:2506.07394 [cn-pdf, pdf, html, other]
Title: The Lasso Distribution: Properties, Sampling Methods, and Applications in Bayesian Lasso Regression
Mohammad Javad Davoudabadi, Jonathon Tidswell, Samuel Muller, Garth Tarr, John T. Ormerod
Comments: 15 pages, 2 figures
Subjects: Computation (stat.CO)
[213] arXiv:2506.07437 [cn-pdf, pdf, other]
Title: One-dimensional quantile-stratified sampling and its application in statistical simulations
Ben O'Neill
Subjects: Methodology (stat.ME) ; Statistics Theory (math.ST) ; Computation (stat.CO) ; Other Statistics (stat.OT)
[214] arXiv:2506.07469 [cn-pdf, pdf, html, other]
Title: Individual Treatment Effect: Prediction Intervals and Sharp Bounds
Zhehao Zhang, Thomas S. Richardson
Subjects: Methodology (stat.ME) ; Econometrics (econ.EM) ; Statistics Theory (math.ST)
[215] arXiv:2506.07504 (cross-list from math.ST) [cn-pdf, pdf, other]
Title: Minimax Optimal Rates for Regression on Manifolds and Distributions
Rong Tang, Yun Yang
Subjects: Statistics Theory (math.ST)
[216] arXiv:2506.07582 [cn-pdf, pdf, html, other]
Title: Scalable Spatiotemporal Modeling for Bicycle Count Prediction
Rishikesh Yadav, Alexandra M. Schmidt, Aurelie Labbe, Pratheepa Jeganathan, Luis F. Miranda-Moreno
Comments: 46 pages; 5 figures; 4 tables
Subjects: Methodology (stat.ME) ; Applications (stat.AP)
[217] arXiv:2506.07687 [cn-pdf, pdf, other]
Title: Rao-Blackwellised Reparameterisation Gradients
Kevin H. Lam, Thang D. Bui, George Deligiannidis, Yee Whye Teh
Comments: Accepted at the 39th Conference on Neural Information Processing Systems (NeurIPS 2025)
Subjects: Machine Learning (stat.ML) ; Machine Learning (cs.LG)
[218] arXiv:2506.07760 [cn-pdf, pdf, other]
Title: Quickest Causal Change Point Detection by Adaptive Intervention
Haijie Xu, Chen Zhang
Subjects: Machine Learning (stat.ML) ; Machine Learning (cs.LG)
[219] arXiv:2506.07790 [cn-pdf, pdf, html, other]
Title: Heavy Lasso: sparse penalized regression under heavy-tailed noise via data-augmented soft-thresholding
The Tien Mai
Subjects: Methodology (stat.ME) ; Machine Learning (stat.ML)
[220] arXiv:2506.07805 [cn-pdf, pdf, html, other]
Title: Generalization Analysis for Bayesian Optimal Experiment Design under Model Misspecification
Roubing Tang, Sabina J. Sloman, Samuel Kaski
Subjects: Machine Learning (stat.ML) ; Information Theory (cs.IT)
[221] arXiv:2506.07816 [cn-pdf, pdf, html, other]
Title: Accelerating Constrained Sampling: A Large Deviations Approach
Yingli Wang, Changwei Tu, Xiaoyu Wang, Lingjiong Zhu
Comments: 48 pages, 7 figures
Subjects: Machine Learning (stat.ML) ; Machine Learning (cs.LG) ; Probability (math.PR)
[222] arXiv:2506.07825 [cn-pdf, pdf, html, other]
Title: Identifiability in epidemic models with prior immunity and under-reporting
Fanny Bergström, Martina Favero, Tom Britton
Subjects: Methodology (stat.ME)
[223] arXiv:2506.07844 [cn-pdf, pdf, html, other]
Title: Conditional Local Independence Testing for Itô processes with Applications to Dynamic Causal Discovery
Mingzhou Liu, Xinwei Sun, Yizhou Wang
Comments: Preprint
Subjects: Methodology (stat.ME) ; Machine Learning (cs.LG)
[224] arXiv:2506.07910 [cn-pdf, pdf, html, other]
Title: A structural nested rate model for estimating the effects of time-varying exposure on recurrent event outcomes in the presence of death
Daniel Mork, Robert L. Strawderman, Michelle Audirac, Francesca Dominici, Ashkan Ertefaie
Comments: 35 pages, 2 figure, 1 table, supplementary materials
Subjects: Methodology (stat.ME) ; Statistics Theory (math.ST)
[225] arXiv:2506.07946 [cn-pdf, pdf, html, other]
Title: Graph-theoretic Inference for Random Effects in High-dimensional Studies
Lynna Chu, Yichuan Bai
Subjects: Methodology (stat.ME)
[226] arXiv:2506.07953 [cn-pdf, pdf, html, other]
Title: Mediation Analysis for Sparse and Irregularly Spaced Longitudinal Outcomes with Application to the MrOS Sleep Study
Rui Ren, Haoyi Yang, Qian Xiao, Lingzhou Xue, Yuan Huang
Comments: 23 pages, 6 figures
Subjects: Methodology (stat.ME) ; Applications (stat.AP)
[227] arXiv:2506.07987 [cn-pdf, pdf, html, other]
Title: Rethinking Nonstationarity in Time Series: A Deterministic Trend Perspective
Zhandos Abdikhadir, and Terence Tai Leung Chong
Subjects: Applications (stat.AP)
[228] arXiv:2506.08049 [cn-pdf, pdf, html, other]
Title: Physics-Informed Teleconnection-Aware Transformer for Global Subseasonal-to-Seasonal Forecasting
Tengfei Lyu, Weijia Zhang, Hao Liu
Subjects: Machine Learning (stat.ML) ; Artificial Intelligence (cs.AI) ; Machine Learning (cs.LG)
[229] arXiv:2506.08066 [cn-pdf, pdf, html, other]
Title: WWAggr: A Window Wasserstein-based Aggregation for Ensemble Change Point Detection
Alexander Stepikin, Evgenia Romanenkova, Alexey Zaytsev
Subjects: Machine Learning (stat.ML) ; Artificial Intelligence (cs.AI) ; Machine Learning (cs.LG)
[230] arXiv:2506.08127 [cn-pdf, pdf, html, other]
Title: Constrained Pareto Set Identification with Bandit Feedback
Cyrille Kone, Emilie Kaufmann, Laura Richert
Comments: To appear in Proceedings of ICML2025
Subjects: Machine Learning (stat.ML) ; Machine Learning (cs.LG)
[231] arXiv:2506.08259 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: On the Existence of Unbiased Hypothesis Tests: An Algebraic Approach
Andrew McCormack
Comments: 43 pages, 27 pages in the main text
Subjects: Statistics Theory (math.ST) ; Methodology (stat.ME)
[232] arXiv:2506.08262 [cn-pdf, pdf, other]
Title: Massive parallelization of projection-based depths
Leonardo Leone, Pavlo Mozharovskyi, David Bounie
Subjects: Computation (stat.CO) ; Optimization and Control (math.OC)
[233] arXiv:2506.08313 [cn-pdf, pdf, html, other]
Title: A New Lifetime Distribution: Exponentiated Exponential-Pareto-HalfNormal Mixture Model for Biomedical Applications
Oriyomi Ahmad Hassan, Aisha Tunrayo Maradesa, Abdulazeez Toyosi Alabi, Oyejide Surajudeen Salam, Ajani Busari, Akinwale Victor Famotire, Habeeb Abiodun Afolabi, Solomon Adeleke, Abayomi Ayodele Akomolafe
Comments: 22 pages, 9 figures
Subjects: Applications (stat.AP) ; Methodology (stat.ME)
[234] arXiv:2506.08325 [cn-pdf, pdf, html, other]
Title: Model-Free Kernel Conformal Depth Measures Algorithm for Uncertainty Quantification in Regression Models in Separable Hilbert Spaces
Marcos Matabuena, Rahul Ghosal, Pavlo Mozharovskyi, Oscar Hernan Madrid Padilla, Jukka-Pekka Onnela
Comments: arXiv admin note: substantial text overlap with arXiv:2405.13970
Subjects: Machine Learning (stat.ML) ; Machine Learning (cs.LG) ; Methodology (stat.ME)
[235] arXiv:2506.08328 [cn-pdf, pdf, html, other]
Title: Diffusion Non-Additive Model for Multi-Fidelity Simulations with Tunable Precision
Junoh Heo, Romain Boutelet, Chih-Li Sung
Comments: 35 pages including references and 22 pages supplementary
Subjects: Methodology (stat.ME)
[236] arXiv:2506.08338 [cn-pdf, pdf, html, other]
Title: midr: Learning from Black-Box Models by Maximum Interpretation Decomposition
Ryoichi Asashiba, Reiji Kozuma, Hirokazu Iwasawa
Comments: 20 pages, 10 figures
Subjects: Methodology (stat.ME) ; Machine Learning (cs.LG)
[237] arXiv:2506.08451 (cross-list from math.ST) [cn-pdf, pdf, other]
Title: High-Dimensional Model Averaging via Cross-Validation
Zhengyan Wan, Fang Fang, Binyan Jiang
Subjects: Statistics Theory (math.ST)
[238] arXiv:2506.08548 [cn-pdf, pdf, other]
Title: Asymptotic Normality of Infinite Centered Random Forests -Application to Imbalanced Classification
Moria Mayala (LPSM (UMR\_8001)), Erwan Scornet (LPSM (UMR\_8001)), Charles Tillier (LMV), Olivier Wintenberger (LPSM (UMR\_8001))
Subjects: Machine Learning (stat.ML) ; Machine Learning (cs.LG)
[239] arXiv:2506.08582 [cn-pdf, pdf, html, other]
Title: Guidelines for LASSO and derivatives use under different dependence and scale structures
Laura Freijeiro-González, Manuel Febrero-Bande, Wenceslao González-Manteiga
Subjects: Methodology (stat.ME)
[240] arXiv:2506.08586 [cn-pdf, pdf, other]
Title: Gaussian copula correlation network analysis with application to multi-omics data
Ekaterina Tomilina (MaIAGE, GABI), Florence Jaffrézic (GABI), Gildas Mazo (MaIAGE)
Subjects: Methodology (stat.ME)
[241] arXiv:2506.08616 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Generalizing while preserving monotonicity in comparison-based preference learning models
Julien Fageot, Peva Blanchard, Gilles Bareilles, Lê-Nguyên Hoang
Comments: Accepted at Neurips 2025
Subjects: Statistics Theory (math.ST) ; Machine Learning (cs.LG) ; Machine Learning (stat.ML)
[242] arXiv:2506.08723 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Wasserstein and Convex Gaussian Approximations for Non-stationary Time Series of Diverging Dimensionality
Miaoshiqi Liu, Jun Yang, Zhou Zhou
Comments: 70 pages
Subjects: Statistics Theory (math.ST) ; Probability (math.PR) ; Methodology (stat.ME)
[243] arXiv:2506.08731 [cn-pdf, pdf, html, other]
Title: Unveiling the Impact of Social and Environmental Determinants of Health on Lung Function Decline in Cystic Fibrosis through Data Integration using the US Registry
Eleni-Rosalina Andrinopoulou, Emrah Gecili, Rhonda D Szczesniak
Subjects: Applications (stat.AP)
[244] arXiv:2506.08734 [cn-pdf, pdf, html, other]
Title: Flexible and Efficient Drift Detection without Labels
Nelvin Tan, Yu-Ching Shih, Dong Yang, Amol Salunkhe
Comments: 10 pages, 4 figures. To appear in 2025 IEEE International Conference on Data Mining Workshops (ICDMW)
Subjects: Machine Learning (stat.ML) ; Machine Learning (cs.LG) ; Applications (stat.AP)
[245] arXiv:2506.08760 [cn-pdf, pdf, html, other]
Title: Akaike information criterion for segmented regression models
Kazuki Nakajima, Yoshiyuki Ninomiya
Comments: 30 pages, 2 figures, 5 tables
Subjects: Methodology (stat.ME)
[246] arXiv:2506.08816 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Dirichlet kernel density estimation for strongly mixing sequences on the simplex
Hanen Daayeb, Salah Khardani, Frédéric Ouimet
Comments: 11 pages, 1 figure, 1 table
Subjects: Statistics Theory (math.ST) ; Methodology (stat.ME)
[247] arXiv:2506.08857 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: On the Bernstein-smoothed lower-tail Spearman's rho estimator
Frédéric Ouimet, Selim Orhun Susam
Comments: 14 pages, 5 figures, 1 table
Subjects: Statistics Theory (math.ST) ; Methodology (stat.ME)
[248] arXiv:2506.08864 [cn-pdf, pdf, html, other]
Title: Safety-Driven Response Adaptive Randomisation: An Application in Non-inferiority Oncology Trials
Maria Vittoria Chiaruttini, Lukas Pin, Sofia S. Villar
Comments: 19 pages, 5 figures, 4 tables
Subjects: Methodology (stat.ME)
[249] arXiv:2506.08976 [cn-pdf, pdf, html, other]
Title: Yau-YauAL: A computer tool for solving nonlinear filtering problems
Yu Wang, Shuyuan Xu, Xueda Wei, Xinrui Luo, Stephen Shing-Toung Yau, Shing-Tung Yau, Rongling Wu
Comments: 8 pages, 5 figures
Subjects: Applications (stat.AP)
[250] arXiv:2506.08998 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: On Monotonicity in AI Alignment
Gilles Bareilles, Julien Fageot, Lê-Nguyên Hoang, Peva Blanchard, Wassim Bouaziz, Sébastien Rouault, El-Mahdi El-Mhamdi
Subjects: Statistics Theory (math.ST)
Total of 1266 entries : 1-50 51-100 101-150 151-200 201-250 251-300 301-350 351-400 ... 1251-1266
Showing up to 50 entries per page: fewer | more | all