| 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 | 91 | 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 | 40 | 2017 |
| 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 | 27 | 2018 |
| 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 | 27* | 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 | 22 | 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 |
| 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 | 14 | 2015 |
| Rank-2 matrix solution for semidefinite relaxations of arbitrary polynomial optimization problems R Madani, G Fazelnia, J Lavaei constraints 21, 25, 2014 | 11 | 2014 |
| 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 | 9 | 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 | 6 | 2014 |
| 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 | 5 | 2012 |
| Convex relaxation for optimal distributed control problem—part I: Timedomain formulation G Fazelnia, R Madani, A Kalbat, J Lavaei Technical Report, 2014 | 4 | 2014 |
| CRVI: Convex Relaxation for Variational Inference G Fazelnia, J Paisley International Conference on Machine Learning, 2018 | 2 | 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 | 2 | 2014 |
| Mixed membership recurrent neural networks G Fazelnia, M Ibrahim, C Modarres, K Wu, J Paisley arXiv preprint arXiv:1812.09645, 2018 | 1 | 2018 |
| Trajectory Based Podcast Recommendation G Benton, G Fazelnia, A Wang, B Carterette arXiv preprint arXiv:2009.03859, 2020 | | 2020 |
| 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, 2020 | | 2020 |
| Mixed Membership Recurrent Neural Networks for Modeling Customer Purchases G Fazelnia, M Ibrahim, C Modarres, K Wu, J Paisley | | 2020 |
| Optimization for Probabilistic Machine Learning G Fazelnia Columbia University, 2019 | | 2019 |
| 2014 IEEE Control Systems Society Awards R Madani, G Fazelnia, S Sojoudi, J Lavaei, M Egerstedt, VS Dolk, ... IEEE Control Systems Magazine, 2015 | | 2015 |
Javad LavaeiAssociate Professor, UC BerkeleyVerified email at berkeley.edu
