Sutter, Tobias
0000-0003-1226-6845 Forschungsvorhaben
Organisationseinheiten
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Sutter
Vorname
Tobias
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21 Ergebnisse
Suchergebnisse Publikationen
Gerade angezeigt 1 - 10 von 21
- VeröffentlichungZeitschriftenartikelEfficient Learning of a Linear Dynamical System with Stability Guarantees(2023) Jongeneel, Wouter; Sutter, Tobias; Kuhn, DanielErschienen in: IEEE Transactions on Automatic Control. IEEE. 2023, 68(5), pp. 2790-2804. ISSN 0018-9286. eISSN 1558-2523. Available under: doi: 10.1109/tac.2022.3213770
- VeröffentlichungZeitschriftenartikelTopological Linear System Identification via Moderate Deviations Theory(2022) Jongeneel, Wouter; Sutter, Tobias; Kuhn, DanielErschienen in: IEEE Control Systems Letters. IEEE. 2022, 6, pp. 307-312. eISSN 2475-1456. Available under: doi: 10.1109/LCSYS.2021.3072814
- VeröffentlichungBeitrag zu einem KonferenzbandRobust Generalization despite Distribution Shift via Minimum Discriminating Information(2021) Sutter, Tobias; Krause, Andreas; Kuhn, DanielErschienen in: RANZATO, Marc'Aurelio, ed., Alina BEYGELZIMER, ed., Yann DAUPHIN, ed. and others. Advances in Neural Information Processing Systems 34 pre-proceedings (NeurIPS 2021). San Diego, CA: Neural Information Processing Systems Foundation, 2021
- VeröffentlichungBeitrag zu einem KonferenzbandDistributionally Robust Optimization with Markovian Data(2021) Li, Mengmeng; Sutter, Tobias; Kuhn, DanielErschienen in: MEILA, Marina, ed., Tong ZHANG, ed.. Proceedings of the 38th International Conference on Machine Learning. 2021, pp. 6493-6503. ISSN 2640-3498
- VeröffentlichungZeitschriftenartikelGeneralized Maximum Entropy Estimation(2019) Sutter, Tobias; Sutter, David; Esfahani, Peyman Mohajerin; Lygeros, JohnErschienen in: Journal of Machine Learning Research. Microtome Publishing. 2019, 20, 138. ISSN 1532-4435. eISSN 1533-7928
- VeröffentlichungZeitschriftenartikelFrom Infinite to Finite Programs : Explicit Error Bounds with Applications to Approximate Dynamic Programming(2018) Mohajerin Esfahani, Peyman; Sutter, Tobias; Kuhn, Daniel; Lygeros, JohnErschienen in: SIAM Journal on Optimization. Society for Industrial and Applied Mathematics (SIAM). 2018, 28(3), pp. 1968-1998. ISSN 1052-6234. eISSN 1095-7189. Available under: doi: 10.1137/17M1133087
- VeröffentlichungDissertation anderer HochschuleConvex programming in optimal control and information theory(2017) Sutter, Tobias
- VeröffentlichungZeitschriftenartikelCapacity of random channels with large alphabets(2017) Sutter, Tobias; Sutter, David; Lygeros, JohnErschienen in: Advances in Mathematics of Communications. American Institute of Mathematical Sciences (AIMS). 2017, 11(4), pp. 813-835. ISSN 1930-5346. eISSN 1930-5338. Available under: doi: 10.3934/amc.2017060
- VeröffentlichungZeitschriftenartikelOn Infinite Linear Programming and the Moment Approach to Deterministic Infinite Horizon Discounted Optimal Control Problems(2017) Kamoutsi, Angeliki; Sutter, Tobias; Mohajerin Esfahani, Peyman; Lygeros, JohnErschienen in: IEEE Control Systems Letters. IEEE. 2017, 1(1), pp. 134-139. eISSN 2475-1456. Available under: doi: 10.1109/LCSYS.2017.2710234
- VeröffentlichungBeitrag zu einem KonferenzbandData-driven approximate dynamic programming : A linear programming approach(2017) Sutter, Tobias; Kamoutsi, Angeliki; Esfahani, Peyman Mohajerin; Lygeros, JohnErschienen in: 2017 IEEE 56th Annual Conference on Decision and Control (CDC). Piscataway, NJ: IEEE, 2017, pp. 5174-5179. ISBN 978-1-5090-2873-3. Available under: doi: 10.1109/CDC.2017.8264426
