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most citedBayesian Stochastic Gradient Descent for Stochastic Optimization with Streaming Input Data

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math.OC2025

Bayesian Risk-averse Model Predictive Control with Consistency and Stability Guarantees

Yingke Li, Yifan Lin, Enlu Zhou +1

Model Predictive Control (MPC) is a powerful framework for constrained control, but its performance and safety can be severely degraded when the prediction model is learned online…