no code implementations • 17 Sep 2021 • Tahseen Rabbani, Brandon Feng, Marco Bornstein, Kyle Rui Sang, Yifan Yang, Arjun Rajkumar, Amitabh Varshney, Furong Huang
Federated learning (FL) is a popular paradigm for private and collaborative model training on the edge.
no code implementations • 20 Aug 2021 • Tahseen Rabbani, Apollo Jain, Arjun Rajkumar, Furong Huang
The power method is a classical algorithm with broad applications in machine learning tasks, including streaming PCA, spectral clustering, and low-rank matrix approximation.