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cs.LG2026
To Defer or Not to Defer? Online Learning with LLMs and Congested Experts
Vasileios Saketos, William Reveillard, Alexandre Proutiere +2
Modern AI systems increasingly combine large language models (LLMs) with human experts, using the LLM to handle routine queries while deferring uncertain cases for expert review. W…
cs.LG2026
The Kalman Evolve: Closing the Gap in Kalman Filtering via Interpretable Algorithm Discovery
Vasileios Saketos, Ming Xiao
State estimation is a fundamental problem in control and signal processing, for which the Kalman Filter provides an optimal solution under linear dynamics, Gaussian noise, and know…