7 citations · 16 across the 21 of their papers we have counts for
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cs.LG2021★ 1 cited
Comfetch: Federated Learning of Large Networks on Constrained Clients via Sketching
Tahseen Rabbani, Brandon Feng, Marco Bornstein +5
Federated learning (FL) is a popular paradigm for private and collaborative model training on the edge. In centralized FL, the parameters of a global architecture (such as a deep n…
cs.LG2021
Practical and Fast Momentum-Based Power Methods
Tahseen Rabbani, Apollo Jain, Arjun Rajkumar +1
The power method is a classical algorithm with broad applications in machine learning tasks, including streaming PCA, spectral clustering, and low-rank matrix approximation. The di…