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portfolio
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publications
PACSBO: Probably approximately correct safe Bayesian optimization
Published in Symposium on Systems Theory in Data and Optimization, 2024
Recommended citation: A. Tokmak, T.B. Schön, D. Baumann. "PACSBO: Probably approximately correct safe Bayesian optimization". In: Symposium on Systems Theory in Data and Optimization (2024).
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Automatic nonlinear MPC approximation with closed-loop guarantees
Published in IEEE Transactions on Automatic Control, 2025
Recommended citation: A. Tokmak, C. Fiedler, M. N. Zeilinger, S. Trimpe, and J. Köhler. “Automatic nonlinear MPC approximation with closed-loop guarantees”. In: IEEE Transactions on Automatic Control (2025).
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Safe exploration in reproducing kernel Hilbert spaces
Published in International Conference on Artificial Intelligence and Statistics, 2025
Recommended citation: A. Tokmak, K.G. Krishnan, T.B. Schön, D. Baumann. "Safe exploration in reproducing kernel Hilbert spaces". In: International Conference on Artificial Intelligence and Statistics (2025).
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talks
Conference Proceeding talk 3 on Relevant Topic in Your Field
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Approximate MPC with kernel-based methods
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Approximate MPC with kernel-based methods
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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