Naman Agarwal

cpSGD: Communication-efficient and differentially-private distributed SGD

Naman Agarwal, Ananda Theertha Suresh, Felix Yu et al. · arXiv (Cornell University) · 2018 · 184 citations · Full text

Engineering, Machine Learning, Information Security +16

cpSGD: communication-efficient and differentially-private distributed SGD

Naman Agarwal, Ananda Theertha Suresh, Felix Yu et al. · Neural Information Processing Systems · 2018 · 163 citations

Secure Multi-party Computation, Privacy Protection, Engineering +15

Finding approximate local minima faster than gradient descent

Naman Agarwal, Zeyuan Allen-Zhu, Brian Bullins et al. · 2017 · 157 citations

Numerical Analysis, Mathematical Programming, Model Optimization +13

Automated detection of Glaucoma using deep learning convolution network (G-net)

Mamta Juneja, Shaswat Singh, Naman Agarwal et al. · Multimedia Tools and Applications · 2019 · 144 citations

Image Classification, Convolutional Neural Network, Image Analysis +8

Online Control with Adversarial Disturbances

Naman Agarwal, Brian Bullins, Elad Hazan et al. · arXiv (Cornell University) · 2019 · 61 citations · Full text

Artificial Intelligence, Control Strategy, Engineering +12