| Conic relaxations of the unit commitment problem S Fattahi, M Ashraphijuo, J Lavaei, A Atamtürk Energy 134, 1079-1095, 2017 | 48 | 2017 |
| 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 | 32 | 2018 |
| 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 | 29 | 2019 |
| 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 | 25 | 2018 |
| Graphical lasso and thresholding: Equivalence and closed-form solutions S Fattahi, S Sojoudi arXiv preprint arXiv:1708.09479, 2017 | 22 | 2017 |
| 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 | 20 | 2018 |
| On the convexity of optimal decentralized control problem and sparsity path S Fattahi, J Lavaei 2017 American Control Conference (ACC), 3359-3366, 2017 | 17 | 2017 |
| 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 | 15 | 2015 |
| 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 | 12 | 2017 |
| 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 | 12 | 2016 |
| Sample complexity of sparse system identification problem S Fattahi, S Sojoudi arXiv preprint arXiv:1803.07753, 2018 | 8 | 2018 |
| 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 | 7 | 2019 |
| 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 | 7 | 2018 |
| 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 | 7 | 2017 |
| 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 | 7 | 2016 |
Somayeh SojoudiAssistant Professor, EECS, ME, UC BerkeleyVerified email at berkeley.edu
