7 citations · 7 across the 1 of their papers we have counts for
3 papers
The Machine Learning for Combinatorial Optimization Competition (ML4CO): Results and Insights
Maxime Gasse, Quentin Cappart, Jonas Charfreitag +38
Combinatorial optimization is a well-established area in operations research and computer science. Until recently, its methods have focused on solving problem instances in isolatio…
A note on semi-infinite program bounding methods
Stuart M. Harwood, Dimitri J. Papageorgiou, Francisco Trespalacios
Semi-infinite programs are a class of mathematical optimization problems with a finite number of decision variables and infinite constraints. As shown by Blankenship and Falk (Blan…
Active Metric Learning for Supervised Classification
Krishnan Kumaran, Dimitri Papageorgiou, Yutong Chang +2
Clustering and classification critically rely on distance metrics that provide meaningful comparisons between data points. We present mixed-integer optimization approaches to find…