دنبال کردن
Navid Azizan
Navid Azizan
Esther & Harold E. Edgerton Assistant Professor, MIT
ایمیل تأیید شده در mit.edu - صفحهٔ اصلی
عنوان
نقل شده توسط
نقل شده توسط
سال
Orthogonal Gradient Descent for Continual Learning‏
M Farajtabar, N Azizan, A Mott, A Li‏
Artificial Intelligence and Statistics (AISTATS), 2020‏
4022020
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
1952018
Adaptive-control-oriented meta-learning for nonlinear systems‏
SM Richards, N Azizan, JJE Slotine, M Pavone‏
Robotics: Science and Systems (RSS) 2021, 2021‏
902021
Stochastic mirror descent on overparameterized nonlinear models‏
N Azizan, S Lale, B Hassibi‏
IEEE Transactions on Neural Networks and Learning Systems 33 (12), 7717 - 7727, 2022‏
83*2022
Stochastic gradient/mirror descent: Minimax optimality and implicit regularization‏
N Azizan, B Hassibi‏
International Conference on Learning Representations (ICLR) 2019, 2019‏
802019
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
80*2018
Sketching Curvature for Efficient Out-of-Distribution Detection for Deep Neural Networks‏
A Sharma, N Azizan, M Pavone‏
Uncertainty in Artificial Intelligence (UAI), 2021‏
692021
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
382015
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
372019
Optimal Pricing in Markets with Nonconvex Costs‏
N Azizan, Y Su, K Dvijotham, A Wierman‏
Operations Research 68 (2), 480-496, 2020‏
332020
Control-oriented meta-learning‏
SM Richards, N Azizan, JJ Slotine, M Pavone‏
International Journal of Robotics Research (IJRR), 2023‏
252023
Mirror Descent Maximizes Generalized Margin and Can Be Implemented Efficiently‏
H Sun, K Ahn, C Thrampoulidis, N Azizan‏
Neural Information Processing Systems (NeurIPS) 2022, 2022‏
252022
A Unified View of SDP-based Neural Network Verification through Completely Positive Programming‏
R Brown, E Schmerling, N Azizan, M Pavone‏
Artificial Intelligence and Statistics (AISTATS), 2022‏
202022
Analysis of exact and approximated epidemic models over complex networks‏
N Azizan Ruhi, HJ Ahn, B Hassibi‏
arXiv preprint arXiv:1609.09565, 2018‏
162018
One-Pass Learning via Bridging Orthogonal Gradient Descent and Recursive Least-Squares‏
Y Min, K Ahn, N Azizan‏
2022 61st IEEE Conference on Decision and Control (CDC), 2022‏
152022
A Unified Approach to Controlling Implicit Regularization via Mirror Descent‏
H Sun, K Gatmiry, K Ahn, N Azizan‏
Journal of Machine Learning Research (JMLR), 2023‏
142023
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
142019
Automatic gradient descent: Deep learning without hyperparameters‏
J Bernstein, C Mingard, K Huang, N Azizan, Y Yue‏
arXiv preprint arXiv:2304.05187, 2023‏
132023
A study of generalization of stochastic mirror descent algorithms on overparameterized nonlinear models‏
N Azizan, S Lale, B Hassibi‏
2020 IEEE International Conference on Acoustics, Speech and Signal …, 2020‏
132020
Embedding Reliability: On the Predictability of Downstream Performance‏
S Ardeshir, N Azizan‏
Neural Information Processing Systems (NeurIPS) ML Safety Workshop, 2022‏
12*2022
سیستم در حال حاضر قادر به انجام عملکرد نیست. بعداً دوباره امتحان کنید.
مقاله‌ها 1–20