| Improving distributed gradient descent using reed-solomon codes W Halbawi, N Azizan, F Salehi, B Hassibi 2018 IEEE International Symposium on Information Theory (ISIT), 2027-2031, 2018 | 102 | 2018 |
| Opportunities for price manipulation by aggregators in electricity markets N Azizan Ruhi, K Dvijotham, N Chen, A Wierman IEEE Transactions on Smart Grid 9 (6), 5687-5698, 2018 | 32* | 2018 |
| Stochastic gradient/mirror descent: Minimax optimality and implicit regularization N Azizan, B Hassibi International Conference on Learning Representations (ICLR) 2019, 2019 | 29 | 2019 |
| SIRS epidemics on complex networks: Concurrence of exact Markov chain and approximated models N Azizan Ruhi, B Hassibi 2015 54th IEEE Conference on Decision and Control (CDC), 2919-2926, 2015 | 24 | 2015 |
| Orthogonal Gradient Descent for Continual Learning M Farajtabar, N Azizan, A Mott, A Li 2020 International Conference on Artificial Intelligence and Statistics …, 2020 | 22 | 2020 |
| Stochastic mirror descent on overparameterized nonlinear models: Convergence, implicit regularization, and generalization N Azizan, S Lale, B Hassibi International Conference on Machine Learning (ICML) 2019 Generalization Workshop, 2019 | 18* | 2019 |
| Analysis of exact and approximated epidemic models over complex networks N Azizan Ruhi, HJ Ahn, B Hassibi arXiv preprint arXiv:1609.09565, 2018 | 13 | 2018 |
| Distributed solution of large-scale linear systems via accelerated projection-based consensus N Azizan-Ruhi, F Lahouti, AS Avestimehr, B Hassibi IEEE Transactions on Signal Processing 67 (14), 3806-3817, 2019 | 10 | 2019 |
| Multiscale modeling of biological communication N Azizan Ruhi, P Bogdan 2015 IEEE International Conference on Communications (ICC), 1140-1145, 2015 | 8 | 2015 |
| Improved bounds on the epidemic threshold of exact SIS models on complex networks N Azizan Ruhi, C Thrampoulidis, B Hassibi 2016 IEEE 55th Conference on Decision and Control (CDC), 3560-3565, 2016 | 7 | 2016 |
| Optimal Pricing in Markets with Nonconvex Costs N Azizan, Y Su, K Dvijotham, A Wierman Operations Research 68 (2), 480-496, 2020 | 5 | 2020 |
| A characterization of stochastic mirror descent algorithms and their convergence properties N Azizan, B Hassibi 2019 IEEE International Conference on Acoustics, Speech and Signal …, 2019 | 5 | 2019 |
| Optimization Algorithms for Large-Scale Systems: From Deep Learning to Energy Markets N Azizan ACM SIGMETRICS Performance Evaluation Review 47 (3), 2-5, 2020 | 1 | 2020 |
| A Stochastic Interpretation of Stochastic Mirror Descent: Risk-Sensitive Optimality N Azizan, B Hassibi 2019 IEEE 58th Conference on Decision and Control (CDC), 2019 | 1 | 2019 |
| Large-Scale Intelligent Systems: From Network Dynamics to Optimization Algorithms N Azizan Ruhi California Institute of Technology, 2020 | | 2020 |
Babak HassibiMose and Lilian S. Bohn Professor of Electrical EngineeringVerified email at caltech.edu
