arXiv Statistics @arxiv_stats@qoto.org

No Free Lunch for Stochastic Gradient Langevin Dynamics https://arxiv.org/abs/2412.01952 #stat.CO

Dynamic Prediction of High-density Generalized Functional Data with Fast Generalized Functional Principal Component Analysis https://arxiv.org/abs/2412.02014 #stat.ME #stat.AP

Comparing Clustering Approaches for Smart Meter Time Series: Investigating the Influence of Dataset Properties on Performance https://arxiv.org/abs/2412.02026 #stat.AP

MEP-Net: Generating Solutions to Scientific Problems with Limited Knowledge by Maximum Entropy Principle https://arxiv.org/abs/2412.02090 #physics.data-an #stat.ML #cs.LG

The causal effects of modified treatment policies under network interference https://arxiv.org/abs/2412.02105 #stat.ME

Efficient Analysis of Latent Spaces in Heterogeneous Networks https://arxiv.org/abs/2412.02151 #stat.ME

Searching for local associations while controlling the false discovery rate https://arxiv.org/abs/2412.02182 #stat.ME

Selective Reviews of Bandit Problems in AI via a Statistical View https://arxiv.org/abs/2412.02251 #stat.ML #econ.EM #math.PR #cs.AI #cs.LG

The Relative Information Generating Function-A Quantile Approach https://arxiv.org/abs/2412.02253 #math.ST #stat.TH

Deep Matrix Factorization with Adaptive Weights for Multi-View Clustering https://arxiv.org/abs/2412.02292 #stat.ML #cs.AI #cs.LG

Nonparametric estimation of linear multiplier for stochastic differential equations driven by multiplicative stochastic volatility https://arxiv.org/abs/2412.00005 #math.ST #math.PR #stat.TH

New Axioms for Dependence Measurement and Powerful Tests https://arxiv.org/abs/2412.00066 #stat.ME

Scalable computation of the maximum flow in large brain connectivity networks https://arxiv.org/abs/2412.00106 #stat.ME

The Bernstein-von Mises theorem for Semiparametric Mixtures https://arxiv.org/abs/2412.00219 #math.ST #stat.TH

A Doubly Robust Method to Counteract Outcome-Dependent Selection Bias in Multi-Cohort EHR Studies https://arxiv.org/abs/2412.00228 #stat.ME

Benchmarking covariates balancing methods, a simulation study https://arxiv.org/abs/2412.00280 #stat.ME #stat.AP

Sparse Bayesian Factor Models with Mass-Nonlocal Factor Scores https://arxiv.org/abs/2412.00304 #stat.ME

Disentangling The Effects of Air Pollution on Social Mobility: A Bayesian Principal Stratification Approach https://arxiv.org/abs/2412.00311 #stat.ME #stat.AP

Nonlinearity and Uncertainty Informed Moment-Matching Gaussian Mixture Splitting https://arxiv.org/abs/2412.00343 #stat.ML #eess.SP #cs.LG

Functional worst risk minimization https://arxiv.org/abs/2412.00412 #math.ST #math.PR #stat.TH