On optimizing ensemble models using column generation

DOI10.1007/S10957-024-02391-9MaRDI QIDQ6644260

Vanya Aziz, Ouyang Wu, Ivo Nowak, Jan Kronqvist, E. M. T. Hendrix

Publication date: 27 November 2024

Published in: Journal of Optimization Theory and Applications (Search for Journal in Brave)

zbMATH Keywords

linear programmingcolumn generationmachine learningensemblepricing problem

Mathematics Subject Classification ID

Mathematical programming (90Cxx) Calculus of variations and optimal control; optimization (49-XX)

Cites Work

• Title not available (Why is that?)
• Neocognition: A self-organizing neural network model for a mechanism of pattern recognition unaffected by shift in position
• On sparse ensemble methods: an application to short-term predictions of the evolution of COVID-19
• Linear programming boosting via column generation
• A column generation algorithm for solving energy system planning problems

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