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1,244 records

Maximin Robust Bayesian Experimental Design
Hany Abdulsamad, Sahel Iqbal, Christian A. Naesseth, Takuo Matsubara, Adrien Corenflos
arXiv Source: arxiv.orgMar 14, 2026stat.MLscore 0
Edgewise Envelopes Between Balanced Forman and Ollivier-Ricci Curvature
Giorgio Micaletto, Tebe Nigrelli
arXiv Source: arxiv.orgMar 13, 2026stat.COscore 0
Robust Sequential Tracking via Bounded Information Geometry and Non-Parametric Field Actions
Carlos C. Rodriguez
arXiv Source: arxiv.orgMar 13, 2026stat.MLscore 0
Measuring Extreme Tail Association
Bikramjit Das, Xiangyu Liu
arXiv Source: arxiv.orgMar 13, 2026stat.MEscore 0
The Continuous Rank Probability Score of a Generalized Beta-Prime Distribution and Some Special Cases
Matthew LeDuc
arXiv Source: arxiv.orgMar 13, 2026stat.COscore 0
Bayesian Modular Inference for Copula Models with Potentially Misspecified Marginals
Lucas Kock, David T. Frazier, Michael Stanley Smith, David J. Nott
arXiv Source: arxiv.orgMar 12, 2026stat.MEscore 0
On the Unit Teissier Distribution: Properties, Estimation Procedures and Applications
Zuber Akhter, Mohamed A. Abdelaziz, M. Z. Anis, Ahmed Z. Afify
arXiv Source: arxiv.orgMar 12, 2026stat.APscore 0
Regenerative Rejection Sampling
Tommaso Bozzi
arXiv Source: arxiv.orgMar 12, 2026stat.COscore 0
Sampling through iterated approximation: Gradient-free and multi-fidelity Bayesian inference via transport
Daniel Sharp, Bart van Bloemen Waanders, Youssef Marzouk
arXiv Source: arxiv.orgMar 12, 2026stat.COscore 0
Inference for function-on-function regression: central limit theorem and residual bootstrap
Hyemin Yeon
arXiv Source: arxiv.orgMar 12, 2026stat.MEscore 0
Combining e-values using demi-supermartingales
Jiahao Ming, Aaditya Ramdas, Yi Shen, Ruodu Wang, Ian Waudby-Smith
arXiv Source: arxiv.orgMar 11, 2026stat.MEscore 0
Surrogate-Assisted Estimation of Exposure-Time Effects in Stepped-Wedge Trials with Administratively Censored Outcomes
Lin Li, Tuo Lin, Yiwen Chen, Xin M. Tu
arXiv Source: arxiv.orgMar 11, 2026stat.MEscore 0
A Python implementation of some geometric tools on Kendall 3D shape space for practical applications
Jorge Valero, Vicent Gimeno i Garcia, M. Victoría Ibáñez, Pau Martinavarro, Amelia Simó
arXiv Source: arxiv.orgMar 11, 2026stat.COscore 0
Partition-Based Functional Ridge Regression for High-Dimensional Data
Shaista Ashraf, Ismail Shah, Farrukh Javed
arXiv Source: arxiv.orgMar 11, 2026stat.MEscore 0
Deep regression learning from dependent observations with minimum error entropy principle
William Kengne, Modou Wade
arXiv Source: arxiv.orgMar 11, 2026stat.MLscore 0
Continuous-time modeling and bootstrap for Schnieper's reserving
Nicolas Baradel
arXiv Source: arxiv.orgMar 11, 2026stat.MEscore 0
Outrigger local polynomial regression
Elliot H. Young, Rajen D. Shah, Richard J. Samworth
arXiv Source: arxiv.orgMar 11, 2026stat.MEscore 0
Finite-Sample Decision Instability in Threshold-Based Process Capability Approval
Fei Jiang, Lei Yang
arXiv Source: arxiv.orgMar 11, 2026stat.APscore 0
Verifying Good Regulator Conditions for Hypergraph Observers: Natural Gradient Learning from Causal Invariance via Established Theorems
Max Zhuravlev
arXiv Source: arxiv.orgMar 10, 2026stat.MLscore 0
Sampling on Discrete Spaces with Temporal Point Processes
Cameron A. Stewart, Maneesh Sahani
arXiv Source: arxiv.orgMar 10, 2026stat.COscore 0
A Generative Sampler for distributions with possible discrete parameter based on Reversibility
Lei Li, Zhen Wang, Lishuo Zhang
arXiv Source: arxiv.orgMar 10, 2026stat.MLscore 0
A Diffusion Analysis of Policy Gradient for Stochastic Bandits
Tor Lattimore
arXiv Source: arxiv.orgMar 10, 2026stat.MLscore 0
An operator-level ARCH Model
Alexander Aue, Sebastian Kühnert, Gregory Rice, Jeremy VanderDoes
arXiv Source: arxiv.orgMar 10, 2026stat.MEscore 0
Generative Adversarial Regression (GAR): Learning Conditional Risk Scenarios
Saeed Asadi, Jonathan Yu-Meng Li
arXiv Source: arxiv.orgMar 9, 2026stat.MLscore 0
Dirichlet kernel density estimation on the simplex with missing data
Sami Baraket, Hanen Daayeb, Salah Khardani, Guanjie Lyu, Frédéric Ouimet
arXiv Source: arxiv.orgMar 8, 2026stat.MEscore 0
Probabilistic Inference and Learning with Stein's Method
Qiang Liu, Lester Mackey, Chris Oates
arXiv Source: arxiv.orgMar 8, 2026stat.MLscore 0
Evaluating consumption effects of intelligent control algorithms for district heated buildings
Antti Solonen, Arttu Häkkinen, Sallamaari Rapo, Antti Mäkinen, Sampo Kaukonen, Felipe Uribe
arXiv Source: arxiv.orgMar 8, 2026stat.MEscore 0
Group-Sparse Smoothing for Longitudinal Models with Time-Varying Coefficients
Yu Lu, Tianni Zhang, Yuyao Wang, Mengfei Ran
arXiv Source: arxiv.orgMar 8, 2026stat.MEscore 0
Fréchet regression of multivariate distributions with nonparanormal transport
Junyoung Park, Irina Gaynanova
arXiv Source: arxiv.orgMar 7, 2026stat.MEscore 0
Integrating Heterogeneous Information in Randomized Experiments: A Unified Calibration Framework
Wei Ma, Zeqi Wu, Zheng Zhang
arXiv Source: arxiv.orgMar 7, 2026stat.MEscore 0
A note on diffusive/random-walk behaviour in Metropolis--Hastings algorithms
Yuxin Liu, Peiyi Zhou, Samuel Livingstone
arXiv Source: arxiv.orgMar 7, 2026stat.COscore 0
Bayesian Linear Programming under Learned Uncertainty: Posterior Feasibility Guarantees, Scenario Certification, and Applications
Debashis Chatterjee
arXiv Source: arxiv.orgMar 6, 2026stat.OTscore 0
A Hierarchical Bayesian Dynamic Game for Competitive Inventory and Pricing under Incomplete Information: Learning, Credible Risk, and Equilibrium
Debashis Chatterjee
arXiv Source: arxiv.orgMar 6, 2026stat.MEscore 0
Robust estimation via $γ$-divergence for diffusion processes
Tomoyuki Nakagawa, Yusuke Shimizu
arXiv Source: arxiv.orgMar 5, 2026stat.MEscore 0
How Does the ReLU Activation Affect the Implicit Bias of Gradient Descent on High-dimensional Neural Network Regression?
Kuo-Wei Lai, Guanghui Wang, Molei Tao, Vidya Muthukumar
arXiv Source: arxiv.orgMar 5, 2026stat.MLscore 0
Bayes with No Shame: Admissibility Geometries of Predictive Inference
Nicholas G. Polson, Daniel Zantedeschi
arXiv Source: arxiv.orgMar 5, 2026stat.MLscore 0
On the Statistical Optimality of Optimal Decision Trees
Zineng Xu, Subhro Ghosh, Yan Shuo Tan
arXiv Source: arxiv.orgMar 5, 2026stat.MLscore 0
Thermodynamic Response Functions in Singular Bayesian Models
Sean Plummer
arXiv Source: arxiv.orgMar 5, 2026stat.MLscore 0
Random Dot Product Graphs as Dynamical Systems: Limitations and Opportunities
Giulio Valentino Dalla Riva
arXiv Source: arxiv.orgMar 5, 2026stat.MEscore 0
Empirical Evaluation of No Free Lunch Violations in Permutation-Based Optimization
Grzegorz Sroka
arXiv Source: arxiv.orgMar 4, 2026stat.MLscore 0
Riemannian Langevin Dynamics: Strong Convergence of Geometric Euler-Maruyama Scheme
Zhiyuan Zhan, Masashi Sugiyama
arXiv Source: arxiv.orgMar 4, 2026stat.MLscore 0
Generalization Properties of Score-matching Diffusion Models for Intrinsically Low-dimensional Data
Saptarshi Chakraborty, Quentin Berthet, Peter L. Bartlett
arXiv Source: arxiv.orgMar 4, 2026stat.MLscore 0
The projected isotropic normal distribution with applications in neuroscience
Kanti V. Mardia, Antonio Mauricio F. L. Miranda de Sa'
arXiv Source: arxiv.orgMar 4, 2026stat.MEscore 0
Beyond Mixtures and Products for Ensemble Aggregation: A Likelihood Perspective on Generalized Means
Raphaël Razafindralambo, Rémy Sun, Frédéric Precioso, Damien Garreau, Pierre-Alexandre Mattei
arXiv Source: arxiv.orgMar 4, 2026stat.MLscore 0
A spectral inference method for determining the number of communities in networks
Yujia Wu, Xiucai Ding, Jingfei Zhang, Wei Lan, Chih-Ling Tsai
arXiv Source: arxiv.orgMar 4, 2026stat.MEscore 0
Bayesian Modeling of Collatz Stopping Times: A Probabilistic Machine Learning Perspective
Nicolò Bonacorsi, Matteo Bordoni
arXiv Source: arxiv.orgMar 4, 2026stat.MLscore 0
Combinatorial Sparse PCA Beyond the Spiked Identity Model
Syamantak Kumar, Purnamrita Sarkar, Kevin Tian, Peiyuan Zhang
arXiv Source: arxiv.orgMar 3, 2026stat.MLscore 0
A Covering Framework for Offline POMDPs Learning using Belief Space Metric
Youheng Zhu, Yiping Lu
arXiv Source: arxiv.orgMar 3, 2026stat.MLscore 0
Density-Matrix Spectral Embeddings for Categorical Data: Operator Structure and Stability
Raquel Bosch-Romeu, Antonio Falcó, osé-Antonio Rodríguez-Gallego
arXiv Source: arxiv.orgMar 2, 2026stat.MLscore 0
Mini-Batch Covariance, Diffusion Limits, and Oracle Complexity in Stochastic Gradient Descent: A Sampling-Design Perspective
Daniel Zantedeschi, Kumar Muthuraman
arXiv Source: arxiv.orgMar 2, 2026stat.MLscore 0