Farzan Farnia
Farzan Farnia
Verified email at mit.edu - Homepage
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
862015
A minimax approach to supervised learning
F Farnia, D Tse
arXiv preprint arXiv:1606.02206, 2016
582016
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 1 (1), 304-311, 2020
56*2020
Generalizable adversarial training via spectral normalization
F Farnia, JM Zhang, D Tse
arXiv preprint arXiv:1811.07457, 2018
482018
A convex duality framework for GANs
F Farnia, D Tse
arXiv preprint arXiv:1810.11740, 2018
382018
Gans may have no nash equilibria
F Farnia, A Ozdaglar
arXiv preprint arXiv:2002.09124, 2020
20*2020
Discrete R\'enyi Classifiers
M Razaviyayn, F Farnia, D Tse
arXiv preprint arXiv:1511.01764, 2015
112015
Robust federated learning: The case of affine distribution shifts
A Reisizadeh, F Farnia, R Pedarsani, A Jadbabaie
arXiv preprint arXiv:2006.08907, 2020
52020
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
52015
Asymptotic behavior of network capacity under spatial network coding
F Farnia, SJ Golestani
2013 IEEE Wireless Communications and Networking Conference (WCNC), 2434-2439, 2013
32013
Information-based Feature Selection
F Farnia, A Kazerouni, A Babveyh
CS229, 2018
22018
GAT-GMM: Generative Adversarial Training for Gaussian Mixture Models
F Farnia, W Wang, S Das, A Jadbabaie
arXiv preprint arXiv:2006.10293, 2020
12020
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 1 (1), 145-156, 2020
12020
On feedback in Gaussian multi-hop networks
F Farnia, A Ġzgũr
2014 Information Theory and Applications Workshop (ITA), 1-5, 2014
12014
Train simultaneously, generalize better: Stability of gradient-based minimax learners
F Farnia, A Ozdaglar
arXiv preprint arXiv:2010.12561, 2020
2020
Information Theoretic Approaches to Statistical Learning Problems
F Farnia
PQDT-Global, 2019
2019
On Feedback in Gaussian Multihop Networks
B Chern, F Farnia, A Özgür
IEEE Transactions on Information Theory 61 (7), 3763-3772, 2015
2015
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Articles 1–17