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Low-Rank Approximation of Structural Redundancy for Self-Supervised Learning arxiv.org/abs/2402.06884 .ML .LG

Detection and inference of changes in high-dimensional linear regression with non-sparse structures arxiv.org/abs/2402.06915 .ME .ST .TH

Efficient Incremental Belief Updates Using Weighted Virtual Observations arxiv.org/abs/2402.06940 .ML .LG

Min-Max transformation for the measurement of sports performance through PIR arxiv.org/abs/2402.07004 .AP

A product-limit estimator of the conditional survival function when cure status is partially known arxiv.org/abs/2402.07022 .ME

Generalization Error of Graph Neural Networks in the Mean-field Regime arxiv.org/abs/2402.07025 .ML .IT .IT .LG

Logistic-beta processes for modeling dependent random probabilities with beta marginals arxiv.org/abs/2402.07048 .ME .ML

Mathematical programming tools for randomization purposes in small two-arm clinical trials: A case study with real data arxiv.org/abs/2402.06058 .ME

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

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