arXiv Statistics @arxiv_stats@qoto.org

Accurate Inference for Penalized Logistic Regression https://arxiv.org/abs/2410.20045 #stat.ME

Near-Optimal Streaming Heavy-Tailed Statistical Estimation with Clipped SGD https://arxiv.org/abs/2410.20135 #stat.ML #cs.LG

Functional Mixture Regression Control Chart https://arxiv.org/abs/2410.20138 #stat.ME #stat.AP

Robust Bayes-assisted Confidence Regions https://arxiv.org/abs/2410.20169 #stat.ME

Deterministic Fokker-Planck Transport -- With Applications to Sampling, Variational Inference, Kernel Mean Embeddings & Sequential Monte Carlo https://arxiv.org/abs/2410.18993 #stat.ML #math.NA #math.ST #stat.ME #stat.TH #cs.LG #cs.NA

Median Based Unit Weibull (MBUW): a new unit distribution Properties https://arxiv.org/abs/2410.19019 #stat.ME #math.PR

Enhancing Approximate Modular Bayesian Inference by Emulating the Conditional Posterior https://arxiv.org/abs/2410.19028 #stat.ME #stat.CO

Model-free Variable Selection and Inference for High-dimensional Data https://arxiv.org/abs/2410.19031 #stat.ME

Less Discriminatory Alternative and Interpretable XGBoost Framework for Binary Classification https://arxiv.org/abs/2410.19067 #stat.ML #cs.LG

Doubly Robust Nonparametric Efficient Estimation for Provider Evaluation https://arxiv.org/abs/2410.19073 #stat.ME

A Generalized Framework for Multiscale State-Space Modeling with Nested Nonlinear Dynamics: An Application to Bayesian Learning under Switching Regimes https://arxiv.org/abs/2410.19074 #stat.ML #eess.SP #cs.CE #cs.LG

Inherently Interpretable Tree Ensemble Learning https://arxiv.org/abs/2410.19098 #stat.ML #cs.LG

Conditional diffusions for neural posterior estimation https://arxiv.org/abs/2410.19105 #stat.ML #stat.AP #cs.AI #cs.LG

A spectral method for multi-view subspace learning using the product of projections https://arxiv.org/abs/2410.19125 #stat.ML #math.ST #stat.CO #stat.ME #stat.TH #cs.LG

Using Platt's scaling for calibration after undersampling -- limitations and how to address them https://arxiv.org/abs/2410.18144 #stat.ME #cs.LG

Stochastic gradient descent in high dimensions for multi-spiked tensor PCA https://arxiv.org/abs/2410.18162 #stat.ML #math.PR #math.ST #stat.TH #cs.LG

Saddlepoint Monte Carlo and its Application to Exact Ecological Inference https://arxiv.org/abs/2410.18243 #stat.CO #stat.AP #stat.ME

Detecting Spatial Outliers: the Role of the Local Influence Function https://arxiv.org/abs/2410.18261 #stat.ME #econ.EM #stat.AP

Stabilizing black-box model selection with the inflated argmax https://arxiv.org/abs/2410.18268 #stat.ML #stat.ME #cs.LG

Improving measurement error and representativeness in nonprobability surveys https://arxiv.org/abs/2410.18282 #stat.AP