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most citedFast Projection onto the Capped Simplex with Applications to Sparse Regression in Bioinformatics

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stat.ME2026

The Continuous Latent Ornstein-Uhlenbeck Dynamics Framework: A Scalable Latent Process Model for Multivariate Longitudinal Categorical Data

Zhennan Wu, Yijie Wang, Xiaoqing Huang

Longitudinal biomedical studies increasingly collect irregularly sampled, multivariate categorical data that imperfectly reflect disease progression. This presents three key analyt…