275 citations · 301 across the 20 of their papers we have counts for
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cs.LG2016★ 1 cited
Supervised Learning for Optimal Power Flow as a Real-Time Proxy
Raphael Canyasse, Gal Dalal, Shie Mannor
In this work we design and compare different supervised learning algorithms to compute the cost of Alternating Current Optimal Power Flow (ACOPF). The motivation for quick calculat…
cs.LG2016
Unit Commitment using Nearest Neighbor as a Short-Term Proxy
Gal Dalal, Elad Gilboa, Shie Mannor +1
We devise the Unit Commitment Nearest Neighbor (UCNN) algorithm to be used as a proxy for quickly approximating outcomes of short-term decisions, to make tractable hierarchical lon…