Подписаться
Peyman Mohajerin Esfahani
Peyman Mohajerin Esfahani
Неизвестная организация
Подтвержден адрес электронной почты в домене tudelft.nl - Главная страница
Название
Процитировано
Процитировано
Год
Data-driven distributionally robust optimization using the Wasserstein metric: Performance guarantees and tractable reformulations
P Mohajerin Esfahani, D Kuhn
Mathematical Programming 171 (1-2), 115-166, 2018
19222018
Wasserstein distributionally robust optimization: Theory and applications in machine learning
D Kuhn, P Mohajerin Esfahani, VA Nguyen, S Shafieezadeh-Abadeh
INFORMS Tutorials in Operations Research, Operations Research & Management …, 2019
5472019
Distributionally Robust Logistic Regression
S Shafieezadeh-Abadeh, P Mohajerin Esfahani, D Kuhn
Advances in Neural Information Processing Systems, 1576-1584, 2015
3832015
Regularization via mass transportation
S Shafieezadeh-Abadeh, D Kuhn, P Mohajerin Esfahani
Journal of Machine Learning Research 20 (103), 1-68, 2019
2642019
Cyber attack in a two-area power system: Impact identification using reachability
P Mohajerin Esfahani, M Vrakopoulou, K Margellos, J Lygeros, ...
Proceedings of the 2010 American Control Conference, 962-967, 2010
1842010
From Data to Decisions: Distributionally Robust Optimization is Optimal
BPG Van Parys, P Mohajerin Esfahani, D Kuhn
Management Science, 2020
1752020
Symbolic control of stochastic systems via approximately bisimilar finite abstractions
M Zamani, P Mohajerin Esfahani, R Majumdar, A Abate, J Lygeros
IEEE Transactions on Automatic Control 59 (12), 3135-3150, 2014
1732014
Performance bounds for the scenario approach and an extension to a class of non-convex programs
P Mohajerin Esfahani, T Sutter, J Lygeros
IEEE Transactions on Automatic Control 60 (1), 46-58, 2015
171*2015
Data-driven inverse optimization with imperfect information
P Mohajerin Esfahani, S Shafieezadeh-Abadeh, GA Hanasusanto, ...
Mathematical Programming 167 (1), 191-234, 2018
1522018
Learning Optimal Controllers for Linear Systems with Multiplicative Noise via Policy Gradient
B Gravell, P Mohajerin Esfahani, TH Summers
IEEE Transactions on Automatic Control, 2020
136*2020
Wasserstein distributionally robust kalman filtering
SS Abadeh, VA Nguyen, D Kuhn, P Mohajerin Esfahani
Advances in Neural Information Processing Systems, 8474-8483, 2018
125*2018
LQG control with minimum directed information: Semidefinite programming approach
T Tanaka, P Mohajerin Esfahani, SK Mitter
IEEE Transactions on Automatic Control 63 (1), 37-52, 2018
1222018
A decomposition method for large scale MILPs, with performance guarantees and a power system application
R Vujanic, P Mohajerin Esfahani, PJ Goulart, S Mariéthoz, M Morari
Automatica 67, 144-156, 2016
1122016
A robust policy for automatic generation control cyber attack in two area power network
P Mohajerin Esfahani, M Vrakopoulou, K Margellos, J Lygeros, ...
49th IEEE Conference on Decision and Control (CDC), 5973-5978, 2010
962010
Distributionally robust inverse covariance estimation: The Wasserstein shrinkage estimator
VA Nguyen, D Kuhn, P Mohajerin Esfahani
Operations research 70 (1), 490-515, 2022
712022
Cyber physical systems approach to smart electric power grid
SK Khaitan, JD McCalley, CC Liu
Springer, 2015
642015
Bridging Bayesian and minimax mean square error estimation via Wasserstein distributionally robust optimization
VA Nguyen, S Shafieezadeh-Abadeh, D Kuhn, P Mohajerin Esfahani
Mathematics of Operations Research 48 (1), 1-37, 2023
622023
The stochastic reach-avoid problem and set characterization for diffusions
P Mohajerin Esfahani, D Chatterjee, J Lygeros
Automatica 70, 43-56, 2016
612016
A tractable fault detection and isolation approach for nonlinear systems with probabilistic performance
P Mohajerin Esfahani, J Lygeros
IEEE Transactions on Automatic Control 61 (3), 633-647, 2016
60*2016
Efficient approximation of quantum channel capacities
D Sutter, T Sutter, P Mohajerin Esfahani, R Renner
IEEE Transactions on Information Theory 62 (1), 578-598, 2016
512016
В данный момент система не может выполнить эту операцию. Повторите попытку позднее.
Статьи 1–20