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Publications

AUTHOR TITLE JOURNAL/CONFERENCE YEAR
(01)Article
A. Kamoutsi, T. Sutter, P. Mohajerin Esfahani, J. Lygeros On Infinite Linear Programming and the Moment Approach to Deterministic Infinite Horizon Discounted Optimal Control Problems IEEE Control Systems Letters, vol. 1, no. 1, pp. 134-139, (arXiv:1703.09005) 2017
T. Sutter, D. Sutter, J. Lygeros Capacity of Random Channels with Large Alphabets Advances in Mathematics of Communications, (arXiv 1503.04108), to appear 2017
T. Sutter, A. Kamoutsi, P. Mohajerin Esfahani, J. Lygeros Data-driven approximate dynamic programming: A linear programming approach IEEE Conference on Decision and Control Dec 2017
M. Thély, T. Sutter, P. Mohajerin Esfahani, J. Lygeros Maximum Entropy Estimation via Gauss-LP Quadratures IFAC World Congress Jul 2017
T. Sutter, A. Ganguly, H. Koeppl A variational approach to path estimation and parameter inference of hidden diffusion processes Journal of Machine Learning Research, vol. 17, pp. 37, (arXiv 1508.00506)

[OC:03715]
Oct 2016
T. Sutter, J. Lygeros Signals and Systems II: A flipped classroom experiment in undergraduate control education ASME Control and Dynamics Magazine Jun 2016
D. Sutter, T. Sutter, P. Mohajerin Esfahani, R. Renner Efficient Approximation of Quantum Channel Capacities IEEE Transactions on Information Theory, vol. 62, no. 1, pp. 578-598, (arXiv 1407.8202)

[OC:03715]
Jan 2016
T. Sutter, D. Sutter, P. Mohajerin Esfahani, J. Lygeros Efficient Approximation of Channel Capacities IEEE Transactions on Information Theory, vol. 61, no. 4, (arXiv:1407.7629) Apr 2015
P. Mohajerin Esfahani, T. Sutter, J. Lygeros Performance Bounds for the Scenario Approach and an Extension to a Class of Non-convex Programs IEEE Transactions on Automatic Control, vol. 60, no. 1, (arXiv:1307.0345) Jan 2015
T. Sutter, P. Mohajerin Esfahani, J. Lygeros Approximation of Constrained Average Cost Markov Control Processes IEEE Conference on Decision and Control, Los Angeles, USA Dec 2014
T. Sutter, D. Sutter, J. Lygeros Asymptotic Capacity of a Random Channel Allerton Conference on Communication, Control, and Computing, Monticello, IL, USA Oct 2014
D. Sutter, P. Mohajerin Esfahani, T. Sutter, J. Lygeros Efficient Approximation of Discrete Memoryless Channel Capacities IEEE International Symposium on Information Theory, Honolulu, Hawaii, USA Jul 2014
T. Sutter, P. Mohajerin Esfahani, D. Sutter, J. Lygeros Capacity Approximation of Memoryless Channels with Countable Output Alphabets IEEE International Symposium on Information Theory, Honolulu, Hawaii, USA Jul 2014
T. Sutter, D. Chatterjee, F. Ramponi, J. Lygeros Isospectral flows on a class of finite-dimensional Jacobi matrices Systems and Control Letters, vol. 62, no. 5, pp. 388-394, Also available at: http://arxiv.org/abs/1202.1618 May 2013
(04)Technical Report
T. Sutter, D. Sutter, P. Mohajerin Esfahani, J. Lygeros Generalized maximum entropy estimation vol. AUT17-03, (arXiv:1708.07311), submitted for publication 2017
P. Mohajerin Esfahani, T. Sutter, D. Kuhn, J. Lygeros From Infinite to Finite Programs: Explicit Error Bounds with Applications to Approximate Dynamic Programming vol. AUT17-01, (arXiv:1701.06379), submitted for publication 2017
(07)Award
P. Mohajerin Esfahani, T. Sutter, J. Lygeros George S. Axelby Outstanding Paper Award IEEE Transactions on Automatic Control 2016
(13)Semester/Bachelor Thesis
T. Sutter Isospectral Flows on a Class of Finite-Dimensional Jacobi Matrices Semester Thesis, FS 11 (10083) Jul 2011
T. Sutter A Dynamical Approach to Create Different Juggling Patterns Using Chaos Bachelor Thesis, FS10 Jun 2010
(12)Diploma/Master Thesis
T. Sutter Variational Inference for State Dependent Diffusion Processes Master Thesis, FS12 (10083) Aug 2012