Farzan Farnia

According to our database1, Farzan Farnia authored at least 13 papers between 2013 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2020
Train simultaneously, generalize better: Stability of gradient-based minimax learners.
CoRR, 2020

GAT-GMM: Generative Adversarial Training for Gaussian Mixture Models.
CoRR, 2020

Robust Federated Learning: The Case of Affine Distribution Shifts.
CoRR, 2020

GANs May Have No Nash Equilibria.
CoRR, 2020

2019
Generalizable Adversarial Training via Spectral Normalization.
Proceedings of the 7th International Conference on Learning Representations, 2019

2018
A Convex Duality Framework for GANs.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2016
A Minimax Approach to Supervised Learning.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

2015
On Feedback in Gaussian Multihop Networks.
IEEE Trans. Inf. Theory, 2015

Near Optimal Energy Control and Approximate Capacity of Energy Harvesting Communication.
IEEE J. Sel. Areas Commun., 2015

Discrete Rényi Classifiers.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Minimum HGR correlation principle: From marginals to joint distribution.
Proceedings of the IEEE International Symposium on Information Theory, 2015

2014
On feedback in Gaussian multi-hop networks.
Proceedings of the 2014 Information Theory and Applications Workshop, 2014

2013
Asymptotic behavior of network capacity under spatial network coding.
Proceedings of the 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013


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