Generalization in portfolio-based algorithm selection

24 December 2020

Papers citing "Generalization in portfolio-based algorithm selection"

7 / 7 papers shown

Title
Generalization Guarantees for Learning Branch-and-Cut Policies in Integer Programming Hongyu Cheng Amitabh Basu 53 0 0 16 May 2025
Binary Search with Distributional Predictions M. Dinitz Sungjin Im Thomas Lavastida Benjamin Moseley Aidin Niaparast Sergei Vassilvitskii OOD 131 5 0 25 Nov 2024
Learning-Augmented Algorithms with Explicit Predictors Marek Elias Haim Kaplan Yishay Mansour Shay Moran 91 3 0 12 Mar 2024
Sample Complexity of Algorithm Selection Using Neural Networks and Its Applications to Branch-and-Cut Hongyu Cheng Sammy Khalife Barbara Fiedorowicz Amitabh Basu 68 2 0 04 Feb 2024
Learning to Configure Separators in Branch-and-Cut Sirui Li Wenbin Ouyang Max B. Paulus Cathy Wu 69 8 0 08 Nov 2023
Algorithms with Prediction Portfolios M. Dinitz Sungjin Im Thomas Lavastida Benjamin Moseley Sergei Vassilvitskii OOD 100 21 0 22 Oct 2022
Auto-Sklearn 2.0: Hands-free AutoML via Meta-Learning Matthias Feurer Katharina Eggensperger Stefan Falkner Marius Lindauer Frank Hutter 113 285 0 08 Jul 2020