28 citations · 97 across the 16 of their papers we have counts for
3 papers · 1 filter
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…
Classifying pairs with trees for supervised biological network inference
Marie Schrynemackers, Louis Wehenkel, M. Madan Babu +1
Networks are ubiquitous in biology and computational approaches have been largely investigated for their inference. In particular, supervised machine learning methods can be used t…
Learning Inclusion-Optimal Chordal Graphs
Vincent Auvray, Louis Wehenkel
Chordal graphs can be used to encode dependency models that are representable by both directed acyclic and undirected graphs. This paper discusses a very simple and efficient algor…