139 citations · 507 across the 19 of their papers we have counts for
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cs.LG2019★ 59 cited
Machine Learning for AC Optimal Power Flow
Neel Guha, Zhecheng Wang, Matt Wytock +1
We explore machine learning methods for AC Optimal Powerflow (ACOPF) - the task of optimizing power generation in a transmission network according while respecting physical and eng…
cs.LG2019★ 139 cited
One-Shot Federated Learning
Neel Guha, Ameet Talwalkar, Virginia Smith
We present one-shot federated learning, where a central server learns a global model over a network of federated devices in a single round of communication. Our approach - drawing…