arXiv Statistics @arxiv_stats@qoto.org

Persistent Entropy as a Detector of Phase Transitions https://arxiv.org/abs/2602.09058 #stat.ML #math.IT #cs.AI #cs.IT #cs.LG

Optimal information deletion and Bayes' theorem https://arxiv.org/abs/2602.09061 #stat.ME #math.IT #math.ST #stat.TH #cs.IT

Estimating causal effects of functional treatments with modified functional treatment policies https://arxiv.org/abs/2602.09145 #stat.ME

Minimum Distance Summaries for Robust Neural Posterior Estimation https://arxiv.org/abs/2602.09161 #stat.ML #cs.LG

Mean regression for (0,1) responses via beta scale mixtures https://arxiv.org/abs/2602.09167 #stat.ME

Quantifying Epistemic Uncertainty in Diffusion Models https://arxiv.org/abs/2602.09170 #stat.ML #cs.AI #cs.LG

Some Bayesian Perspectives on Clinical Trials https://arxiv.org/abs/2602.09208 #stat.ME

Goodness-of-fit testing for nonlinear inverse problems with random observations https://arxiv.org/abs/2602.09219 #math.ST #stat.TH

Optimal Estimation in Orthogonally Invariant Generalized Linear Models: Spectral Initialization and Approximate Message Passing https://arxiv.org/abs/2602.09240 #math.ST #math.IT #math.PR #stat.ML #stat.TH #cs.IT #cs.LG

Motivating REML via Prediction-Error Covariances in EM Updates for Linear Mixed Models https://arxiv.org/abs/2602.09247 #stat.CO

Transcendental Regularization of Finite Mixtures:Theoretical Guarantees and Practical Limitations https://arxiv.org/abs/2602.03889 #stat.ML #cs.LG

A Hitchhiker's Guide to Poisson Gradient Estimation https://arxiv.org/abs/2602.03896 #q-bio.NC #stat.ML #cs.LG

Byzantine Machine Learning: MultiKrum and an optimal notion of robustness https://arxiv.org/abs/2602.03899 #stat.ML #math.OC #math.ST #stat.TH #cs.AI #cs.LG

Privacy utility trade offs for parameter estimation in degree heterogeneous higher order networks https://arxiv.org/abs/2602.03948 #stat.ML #math.ST #stat.TH #cs.CR #cs.LG #cs.SI

Learning Multi-type heterogeneous interacting particle systems https://arxiv.org/abs/2602.03954 #stat.ML #stat.CO #stat.ME #cs.LG

Statistical Guarantees for Reasoning Probes on Looped Boolean Circuits https://arxiv.org/abs/2602.03970 #stat.ML #math.MG #math.ST #stat.TH #cs.LG #cs.NE

Fixed Budget is No Harder Than Fixed Confidence in Best-Arm Identification up to Logarithmic Factors https://arxiv.org/abs/2602.03972 #stat.ML #cs.AI #cs.LG

Doubly-Robust Bayesian Estimation of Optimal Individualized Treatment Rules using Network Meta-Analysis https://arxiv.org/abs/2602.03985 #stat.ME #stat.AP

Robust Nonparametric Two-Sample Tests via Mutual Information using Extended Bregman Divergence https://arxiv.org/abs/2602.04010 #stat.ME

Efficient Subgroup Analysis via Optimal Trees with Global Parameter Fusion https://arxiv.org/abs/2602.04077 #stat.ML #cs.LG