Concepedia

Farzan Farnia

FF

15

Publications

493

Citations

13

H-Index

2015

Active since

Affiliations

Stanford University(Current)

Massachusetts Institute of Technology

University of California, Santa Barbara

Chinese University of Hong Kong

Farzan Farnia is an author at Stanford University specializing in computer science, engineering, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceDeep LearningArtificial IntelligenceAdversarial Machine LearningGenerative ModelsPattern RecognitionSupervised Learning

Publications per year

2015–2023

15

Publications

15

Near Optimal Energy Control and Approximate Capacity of Energy Harvesting Communication

Yishun Dong, Farzan Farnia, Ayfer Özgür · IEEE Journal on Selected Areas in Communications · 2015 · 84 citations

Engineering, Energy Efficiency, Energy Conversion +17

Robust Federated Learning: The Case of Affine Distribution Shifts

Amirhossein Reisizadeh, Farzan Farnia, Ramtin Pedarsani et al. · arXiv (Cornell University) · 2020 · 64 citations · Full text

Machine Vision, Machine Learning, Data Science +15

Generalizable Adversarial Training via Spectral Normalization.

Farzan Farnia, Jesse M. Zhang, David Tse · arXiv (Cornell University) · 2018 · 43 citations · Full text

Data Augmentation, Deep Neural Networks, Engineering +10

Generalizable Adversarial Training via Spectral Normalization

Farzan Farnia, Jesse M. Zhang, David Tse · arXiv (Cornell University) · 2018 · 39 citations · Full text

Data Augmentation, Deep Neural Networks, Engineering +11

A Minimax Approach to Supervised Learning

Farzan Farnia, David Tse · arXiv (Cornell University) · 2016 · 38 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Rows per page

1–5 of 15