Farzan Farnia
Farzan Farnia
Verified email at mit.edu
Title
Cited by
Cited by
Year
Near optimal energy control and approximate capacity of energy harvesting communication
Y Dong, F Farnia, A Özgür
IEEE Journal on Selected Areas in Communications 33 (3), 540-557, 2015
812015
A minimax approach to supervised learning
F Farnia, D Tse
Advances in Neural Information Processing Systems, 4240-4248, 2016
442016
Understanding GANs in the LQG Setting: Formulation, Generalization and Stability
S Feizi, F Farnia, T Ginart, D Tse
IEEE Journal on Selected Areas in Information Theory, 2020
42*2020
Generalizable adversarial training via spectral normalization
F Farnia, JM Zhang, D Tse
arXiv preprint arXiv:1811.07457, 2018
312018
A convex duality framework for GANs
F Farnia, D Tse
Advances in Neural Information Processing Systems, 5248-5258, 2018
252018
Discrete rényi classifiers
M Razaviyayn, F Farnia, D Tse
Advances in Neural Information Processing Systems, 3276-3284, 2015
102015
GANs May Have No Nash Equilibria
F Farnia, A Ozdaglar
arXiv preprint arXiv:2002.09124, 2020
72020
Minimum HGR correlation principle: From marginals to joint distribution
F Farnia, M Razaviyayn, S Kannan, D Tse
2015 IEEE International Symposium on Information Theory (ISIT), 1377-1381, 2015
42015
Asymptotic behavior of network capacity under spatial network coding
F Farnia, SJ Golestani
2013 IEEE Wireless Communications and Networking Conference (WCNC), 2434-2439, 2013
22013
On feedback in Gaussian multi-hop networks
F Farnia, A Ġzgũr
2014 Information Theory and Applications Workshop (ITA), 1-5, 2014
12014
GAT-GMM: Generative Adversarial Training for Gaussian Mixture Models
F Farnia, W Wang, S Das, A Jadbabaie
arXiv preprint arXiv:2006.10293, 2020
2020
Robust Federated Learning: The Case of Affine Distribution Shifts
A Reisizadeh, F Farnia, R Pedarsani, A Jadbabaie
arXiv preprint arXiv:2006.08907, 2020
2020
A Fourier-based Approach to Generalization and Optimization in Deep Learning
F Farnia, JM Zhang, NT David
IEEE Journal on Selected Areas in Information Theory, 2020
2020
On Feedback in Gaussian Multihop Networks
B Chern, F Farnia, A Özgür
IEEE Transactions on Information Theory 61 (7), 3763-3772, 2015
2015
Supplementary: Do GANs always have Nash equilibria?
F Farnia, A Ozdaglar
Do GANs always have Nash equilibria?
F Farnia, A Ozdaglar
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Articles 1–16