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Salar Fattahi
Salar Fattahi
Assistant Professor, University of Michigan
Verified email at umich.edu - Homepage
Title
Cited by
Cited by
Year
Conic relaxations of the unit commitment problem
S Fattahi, M Ashraphijuo, J Lavaei, A Atamtürk
Energy 134, 1079-1095, 2017
482017
Large-scale sparse inverse covariance estimation via thresholding and max-det matrix completion
RY Zhang, S Fattahi, S Sojoudi
International Conference on Machine Learning, 2018
34*2018
Transformation of optimal centralized controllers into near-globally optimal static distributed controllers
S Fattahi, G Fazelnia, J Lavaei, M Arcak
IEEE Transactions on Automatic Control 64 (1), 66-80, 2018
322018
Learning sparse dynamical systems from a single sample trajectory
S Fattahi, N Matni, S Sojoudi
2019 IEEE 58th Conference on Decision and Control (CDC), 2682-2689, 2019
292019
Exact Guarantees on the Absence of Spurious Local Minima for Non-negative Rank-1 Robust Principal Component Analysis.
S Fattahi, S Sojoudi
Journal of Machine Learning Research 21 (59), 1-51, 2020
27*2020
Efficient learning of distributed linear-quadratic control policies
S Fattahi, N Matni, S Sojoudi
SIAM Journal on Control and Optimization 58 (5), 2927-2951, 2020
25*2020
Data-driven sparse system identification
S Fattahi, S Sojoudi
2018 56th Annual Allerton Conference on Communication, Control, and …, 2018
252018
Graphical lasso and thresholding: Equivalence and closed-form solutions
S Fattahi, S Sojoudi
arXiv preprint arXiv:1708.09479, 2017
222017
A bound strengthening method for optimal transmission switching in power systems
S Fattahi, J Lavaei, A Atamtürk
IEEE Transactions on Power Systems 34 (1), 280-291, 2018
202018
On the convexity of optimal decentralized control problem and sparsity path
S Fattahi, J Lavaei
2017 American Control Conference (ACC), 3359-3366, 2017
172017
Transformation of optimal centralized controllers into near-global static distributed controllers
S Fattahi, G Fazelnia, J Lavaei
2015 54th IEEE Conference on Decision and Control (CDC), 4915-4922, 2015
152015
On the Absence of Spurious Local Trajectories in Time-varying Nonconvex Optimization
S Fattahi, C Josz, Y Ding, RM Ghazi, J Lavaei, S Sojoudi
IEEE Transactions on Automatic Control, 2021
13*2021
Promises of conic relaxations in optimal transmission switching of power systems
S Fattahi, J Lavaei, A Atamtürk
2017 IEEE 56th Annual Conference on Decision and Control (CDC), 3238-3245, 2017
122017
A strong semidefinite programming relaxation of the unit commitment problem
M Ashraphijuo, S Fattahi, J Lavaei, A Atamtürk
2016 IEEE 55th Conference on Decision and Control (CDC), 694-701, 2016
122016
Sample complexity of sparse system identification problem
S Fattahi, S Sojoudi
arXiv preprint arXiv:1803.07753, 2018
82018
Sign-rip: A robust restricted isometry property for low-rank matrix recovery
J Ma, S Fattahi
2021 NeurIPS Workshop on Optimization for Machine Learning, 2021
7*2021
Convexification of generalized network flow problem
S Sojoudi, S Fattahi, J Lavaei
Mathematical Programming 173 (1), 353-391, 2019
72019
High-performance cooperative distributed model predictive control for linear systems
G Darivianakis, S Fattahi, J Lygeros, J Lavaei
2018 Annual American Control Conference (ACC), 2318-2325, 2018
72018
A scalable method for designing distributed controllers for systems with unknown initial states
S Fattahi, J Lavaei, M Arcak
2017 IEEE 56th Annual Conference on Decision and Control (CDC), 4739-4749, 2017
72017
Theoretical guarantees for the design of near globally optimal static distributed controllers
S Fattahi, J Lavaei
2016 54th Annual Allerton Conference on Communication, Control, and …, 2016
72016
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