arXiv Statistics @arxiv_stats@qoto.org

Langevin Monte Carlo Beyond Lipschitz Gradient Continuity https://arxiv.org/abs/2412.09698 #stat.ML #cs.LG

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective https://arxiv.org/abs/2412.09712 #stat.ML #cs.LG

Doubly Robust Conformalized Survival Analysis with Right-Censored Data https://arxiv.org/abs/2412.09729 #stat.ME #cs.LG

A Statistical Analysis for Supervised Deep Learning with Exponential Families for Intrinsically Low-dimensional Data https://arxiv.org/abs/2412.09779 #stat.ML #math.ST #stat.TH #cs.LG

A class of nonparametric methods for evaluating the effect of continuous treatments on survival outcomes https://arxiv.org/abs/2412.09786 #stat.ME

Flexible Bayesian Nonparametric Product Mixtures for Multi-scale Functional Clustering https://arxiv.org/abs/2412.09792 #stat.ME #math.ST #stat.TH

Semi-Supervised Community Detection via Quasi-Stationary Distributions https://arxiv.org/abs/2412.09793 #physics.soc-ph #math.ST #stat.TH #cs.SI

Sequential Change Point Detection in High-dimensional Vector Auto-regressive Models https://arxiv.org/abs/2412.09794 #stat.ME

Unified optimal model averaging with a general loss function based on cross-validation https://arxiv.org/abs/2412.09804 #stat.ME

Understanding algorithmic fairness for clinical prediction in terms of subgroup net benefit and health equity https://arxiv.org/abs/2412.07879 #stat.AP

The continuous net benefit: Assessing the clinical utility of prediction models when informing a continuum of decisions https://arxiv.org/abs/2412.07882 #stat.AP

Low-Rank Correction for Quantized LLMs https://arxiv.org/abs/2412.07902 #stat.ML #cs.LG

Spectral Differential Network Analysis for High-Dimensional Time Series https://arxiv.org/abs/2412.07905 #stat.ME #stat.ML

Dirichlet-Neumann Averaging: The DNA of Efficient Gaussian Process Simulation https://arxiv.org/abs/2412.07929 #stat.CO #math.NA #math.PR #stat.ME #cs.NA

Spatial scale-aware tail dependence modeling for high-dimensional spatial extremes https://arxiv.org/abs/2412.07957 #stat.ME

Hypothesis Testing for High-Dimensional Matrix-Valued Data https://arxiv.org/abs/2412.07987 #stat.ME #math.ST #stat.ML #stat.TH

Network Structural Equation Models for Causal Mediation and Spillover Effects https://arxiv.org/abs/2412.05397 #stat.ME

The Overlooked Risks of Non-Validated Exclusions https://arxiv.org/abs/2412.05398 #stat.AP

The BPgWSP test: a Bayesian Weibull Shape Parameter signal detection test for adverse drug reactions https://arxiv.org/abs/2412.05463 #stat.ME

Ranking of Large Language Model with Nonparametric Prompts https://arxiv.org/abs/2412.05506 #stat.ML #stat.ME #cs.LG