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Practical and Rigorous Uncertainty Bounds for Gaussian Process Regression

, , and . Proceedings of the AAAI Conference on Artificial Intelligence, 35, 8, page 7439-7447. Palo Alto, Association for the Advancement of Artificial Intelligence, (2021)

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Theory, algorithms and technology in the design of control systems., , , , , , and . Annual Reviews in Control, 30 (1): 19-30 (2006)MIMO control design for a compact disc player with multiple norm specifications., and . IEEE Trans. Contr. Sys. Techn., 10 (5): 635-645 (2002)Performance Enhancement for AMB Systems Using Unstable HINFINITY Controllers., , and . IEEE Trans. Contr. Sys. Techn., 19 (6): 1479-1492 (2011)Synthesis of Robust Piecewise Affine Output-Feedback Strategies, , and . Journal of guidance control and dynamics, 39 (7): 1461-1469 (2016)Robust data-driven state-feedback design, , , and . 2020 American Control Conference (ACC), page 1532-1538. IEEE, (2020)Stability analysis by dynamic dissipation inequalities : On merging frequency-domain techniques with time-domain conditions, and . Systems & Control Letters, (2018)Zames-Falb multipliers for invariance, and . IEEE control systems letters, 1 (2): 412-417 (2017)A game theoretic approach to nonlinear robust receding horizon control of constrained systems, , and . Proc. American Control Conf., page 3073-3077. Albuquerque, NM, (1997)A Scalings Approach to $H_2$-Gain-Scheduling Synthesis without Elimination, and . IFAC-PapersOnLine, 52, page 50-57. (2019)Gain-scheduled synthesis with dynamic stable strictly positive real multipliers: A complete solution. Eur. Control Conf., page 3901-3906. (2013)