Tobias Sutter
Tobias Sutter
EPFL, Risk Analytics and Optimization Chair
Verified email at epfl.ch - Homepage
TitleCited byYear
Performance bounds for the scenario approach and an extension to a class of non-convex programs
PM Esfahani, T Sutter, J Lygeros
IEEE Transactions on Automatic Control 60 (1), 46-58, 2014
632014
From infinite to finite programs: Explicit error bounds with applications to approximate dynamic programming
P Mohajerin Esfahani, T Sutter, D Kuhn, J Lygeros
SIAM journal on optimization 28 (3), 1968-1998, 2018
182018
Efficient approximation of quantum channel capacities
D Sutter, T Sutter, PM Esfahani, R Renner
IEEE Transactions on Information Theory 62 (1), 578-598, 2015
172015
Efficient approximation of channel capacities
T Sutter, D Sutter, PM Esfahani, J Lygeros
IEEE Transactions on Information Theory 61 (4), 1649-1666, 2015
172015
Approximation of constrained average cost markov control processes
T Sutter, PM Esfahani, J Lygeros
53rd IEEE Conference on Decision and Control, 6597-6602, 2014
112014
A variational approach to path estimation and parameter inference of hidden diffusion processes
T Sutter, A Ganguly, H Koeppl
The Journal of Machine Learning Research 17 (1), 6544-6580, 2016
82016
Efficient approximation of discrete memoryless channel capacities
D Sutter, PM Esfahani, T Sutter, J Lygeros
2014 IEEE International Symposium on Information Theory, 2904-2908, 2014
72014
On infinite linear programming and the moment approach to deterministic infinite horizon discounted optimal control problems
A Kamoutsi, T Sutter, PM Esfahani, J Lygeros
IEEE control systems letters 1 (1), 134-139, 2017
52017
Capacity approximation of memoryless channels with countable output alphabets
T Sutter, PM Esfahani, D Sutter, J Lygeros
2014 IEEE International Symposium on Information Theory, 2909-2913, 2014
52014
Signals and systems II: A flipped classroom experiment in undergraduate control education
T Sutter, J Lygeros
Mechanical Engineering 138 (6), S17, 2016
42016
Isospectral flows on a class of finite-dimensional Jacobi matrices
T Sutter, D Chatterjee, FA Ramponi, J Lygeros
Systems & Control Letters 62 (5), 388-394, 2013
32013
Generalized maximum entropy estimation
T Sutter, D Sutter, PM Esfahani, J Lygeros
Journal of Machine Learning Research 20, 138, 2019
22019
Data-driven approximate dynamic programming: A linear programming approach
T Sutter, A Kamoutsi, PM Esfahani, J Lygeros
2017 IEEE 56th Annual Conference on Decision and Control (CDC), 5174-5179, 2017
22017
Maximum entropy estimation via Gauss-LP quadratures
M Thély, T Sutter, PM Esfahani, J Lygeros
IFAC-PapersOnLine 50 (1), 10470-10475, 2017
22017
Capacity of Random Channels with Large Alphabets
T Sutter, D Sutter, J Lygeros
arXiv preprint 1503.04108, 2015
22015
Asymptotic capacity of a random channel
T Sutter, D Sutter, J Lygeros
2014 52nd Annual Allerton Conference on Communication, Control, and …, 2014
22014
Convex programming in optimal control and information theory
T Sutter
arXiv preprint arXiv:1712.04677, 2017
2017
Signals and Systems II
J Lygeros, T Sutter
Mechanical Engineering 138 (06), S17-S21, 2016
2016
Variational Inference for State Dependent Diffusion Processes
T Sutter
2012
Approximation of constrained average cost Marks
T Sutter, PM Esfahani, J Lygeros
53rd IEEE Conference on Decision and Control, 0
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Articles 1–20