| Convex relaxation for optimal distributed control problems G Fazelnia, R Madani, A Kalbat, J Lavaei IEEE Transactions on Automatic Control 62 (1), 206-221, 2016 | 134 | 2016 |
| Finding low-rank solutions of sparse linear matrix inequalities using convex optimization R Madani, S Sojoudi, G Fazelnia, J Lavaei SIAM Journal on Optimization 27 (2), 725-758, 2017 | 52 | 2017 |
| Transformation of optimal centralized controllers into near-globally optimal static distributed controllers MA Salar Fattahi, Ghazal Fazelnia, Javad Lavaei conditionally accepted as a full paper for IEEE Transactions on Automatic …, 2017 | 46* | 2017 |
| Low-rank solutions of matrix inequalities with applications to polynomial optimization and matrix completion problems R Madani, G Fazelnia, S Sojoudi, J Lavaei 53rd IEEE Conference on Decision and Control, 4328-4335, 2014 | 25 | 2014 |
| Efficient convex relaxation for stochastic optimal distributed control problem A Kalbat, R Madani, G Fazelnia, J Lavaei 2014 52nd Annual Allerton Conference on Communication, Control, and …, 2014 | 19 | 2014 |
| Rank-2 matrix solution for semidefinite relaxations of arbitrary polynomial optimization problems R Madani, G Fazelnia, J Lavaei constraints 21, 25, 2014 | 17 | 2014 |
| 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 |
| Choice of implicit signal matters: Accounting for user aspirations in podcast recommendations Z Nazari, P Chandar, G Fazelnia, CM Edwards, B Carterette, M Lalmas Proceedings of the ACM Web Conference 2022, 2433-2441, 2022 | 14 | 2022 |
| Variational user modeling with slow and fast features G Fazelnia, E Simon, I Anderson, B Carterette, M Lalmas Proceedings of the Fifteenth ACM International Conference on Web Search and …, 2022 | 12 | 2022 |
| Mobile cloud management: A new framework MJ Salehi, BH Khalaj, M Katz, G Fazelnia, P Karimi 2012 IEEE 23rd International Symposium on Personal, Indoor and Mobile Radio …, 2012 | 10 | 2012 |
| Graph-theoretic algorithms for polynomial optimization problems S Sojoudi, R Madani, G Fazelnia, J Lavaei 53rd IEEE Conference on Decision and Control, 2257-2271, 2014 | 9 | 2014 |
| Trajectory based podcast recommendation G Benton, G Fazelnia, A Wang, B Carterette arXiv preprint arXiv:2009.03859, 2020 | 7 | 2020 |
| Mobile clouds: How to find opportunities MJ Salehi, BH Khalaj, M Katz, G Fazelnia, P Karimi, J Del Ser 2012 IEEE 17th International Workshop on Computer Aided Modeling and Design …, 2012 | 6 | 2012 |
| Model selection for production system via automated online experiments Z Dai, P Chandar, G Fazelnia, B Carterette, M Lalmas Advances in Neural Information Processing Systems 33, 1106-1116, 2020 | 4 | 2020 |
| CRVI: Convex Relaxation for Variational Inference G Fazelnia, J Paisley International Conference on Machine Learning, 2018 | 4 | 2018 |
| Convex relaxation for optimal distributed control problem—part II: Lyapunov formulation and case studies G Fazelnia, R Madani, A Kalbat, J Lavaei Technical Report 2014, 2014 | 4 | 2014 |
| Convex relaxation for optimal distributed control problem—part I: Timedomain formulation G Fazelnia, R Madani, A Kalbat, J Lavaei optimization 16, 17, 2014 | 4 | 2014 |
| Model selection for production system via automated online experiments Z Dai, PC Ravichandran, G Fazelnia, B Carterette, M Lalmas-roelleke US Patent App. 17/063,606, 2022 | 3 | 2022 |
| Graph learning for exploratory query suggestions in an instant search system E Palumbo, A Damianou, A Wang, A Liu, G Fazelnia, F Fabbri, R Ferreira, ... Proceedings of the 32nd ACM International Conference on Information and …, 2023 | 2 | 2023 |
| Probabilistic orthogonal matching pursuit G Fazelnia, J Paisley 2022 IEEE International Conference on Big Data (Big Data), 26-35, 2022 | 2 | 2022 |
Javad LavaeiAssociate Professor, UC BerkeleyVerified email at berkeley.edu
