Swaroop Ramaswamy

Federated Learning for Emoji Prediction in a Mobile Keyboard

Françoise Beaufays, K. Praveen Kumar Rao, Rajiv Mathews et al. · arXiv (Cornell University) · 2019 · 112 citations · Full text

Emojis, Artificial Intelligence, Federated Model +20

Differentially Private Learning with Adaptive Clipping

Galen Andrew, Om Thakkar, H. Brendan McMahan et al. · arXiv (Cornell University) · 2019 · 89 citations · Full text

Artificial Intelligence, Privacy Protection, Engineering +17

Generative Models for Effective ML on Private, Decentralized Datasets

Sean Augenstein, H. Brendan McMahan, Daniel Ramage et al. · arXiv (Cornell University) · 2019 · 43 citations · Full text

Artificial Intelligence, Effective Ml, Engineering +19

Understanding Unintended Memorization in Language Models Under Federated Learning

Om Thakkar, Swaroop Ramaswamy, Rajiv Mathews et al. · 2021 · 33 citations · Full text

Understanding Unintended Memorization in Federated Learning

Om Thakkar, Swaroop Ramaswamy, Rajiv Mathews et al. · arXiv (Cornell University) · 2020 · 20 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17