Search Results for author: Barbara Fiedorowicz

Found 1 papers, 0 papers with code

Sample Complexity of Algorithm Selection Using Neural Networks and Its Applications to Branch-and-Cut

no code implementations4 Feb 2024 Hongyu Cheng, Sammy Khalife, Barbara Fiedorowicz, Amitabh Basu

We build upon recent work in this line of research by considering the setup where, instead of selecting a single algorithm that has the best performance, we allow the possibility of selecting an algorithm based on the instance to be solved, using neural networks.

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