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most citedAlignment and Safety in Large Language Models: Safety Mechanisms, Training Paradigms, and Emerging Challenges

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stat.ML2025

Adaptive Bayesian Optimization for Robust Identification of Stochastic Dynamical Systems

Jinwen Xu, Qin Lu, Yaakov Bar-Shalom

This paper deals with the identification of linear stochastic dynamical systems, where the unknowns include system coefficients and noise variances. Conventional approaches that re…