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Functional ANOVA approaches for detecting changes in air pollution during the COVID-19 pandemic arxiv.org/abs/2402.06066 .AP .ST .TH

Peeking with PEAK: Sequential, Nonparametric Composite Hypothesis Tests for Means of Multiple Data Streams arxiv.org/abs/2402.06122 .ME .ML .LG

Leveraging Quadratic Polynomials in Python for Advanced Data Analysis arxiv.org/abs/2402.06133 .ME .CO

Mortality Prediction using Survival Energy Models with Functional Data Analysis arxiv.org/abs/2402.06138 .AP

POTEC: Off-Policy Learning for Large Action Spaces via Two-Stage Policy Decomposition arxiv.org/abs/2402.06151 .ML .LG

Wasserstein proximal operators describe score-based generative models and resolve memorization arxiv.org/abs/2402.06162 .ML .LG

Towards participatory multi-modeling for policy support across domains and scales: a systematic procedure for integral multi-model design arxiv.org/abs/2402.06228 .ME .CE .CY .MA

Multi-class classification of biomechanical data: A functional LDA approach based on multi-class penalized functional PLS arxiv.org/abs/2402.05194 .ME .ST .TH

Stochastic modeling of Random Access Memories reset transitions arxiv.org/abs/2402.05209 .ME .ST .TH .ET

On Parameter Estimation in Deviated Gaussian Mixture of Experts arxiv.org/abs/2402.05220 .ML .LG

Estimating Fold Changes from Partially Observed Outcomes with Applications in Microbial Metagenomics arxiv.org/abs/2402.05231 .ME .AP

Gradient descent induces alignment between weights and the empirical NTK for deep non-linear networks arxiv.org/abs/2402.05271 .ML .AI .LG

Classification under Nuisance Parameters and Generalized Label Shift in Likelihood-Free Inference arxiv.org/abs/2402.05330 .ML .LG

Treatment Effect Estimation Amidst Dynamic Network Interference in Online Gaming Experiments arxiv.org/abs/2402.05336 .AP

Efficient Nonparametric Inference of Causal Mediation Effects with Nonignorable Missing Confounders arxiv.org/abs/2402.05384 .ME

Homogeneity problem for basis expansion of functional data with applications to resistive memories arxiv.org/abs/2402.04321 .ME

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