scientific article

zbMath1145.68488MaRDI QIDQ3515788

Jing Hu, Kristin P. Bennett, Gautam Kunapuli, Jong-Shi Pang

Publication date: 29 July 2008

Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.

zbMATH Keywords

bilevel optimizationstatistical machine learning methods

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Related Items (10)

Supervised classification and mathematical optimization ⋮ Uncertainty-safe large scale support vector machines ⋮ Model selection for primal SVM ⋮ Linear-step solvability of some folded concave and singly-parametric sparse optimization problems ⋮ Difference of convex algorithms for bilevel programs with applications in hyperparameter selection ⋮ On linear programs with linear complementarity constraints ⋮ Hyper-parameter optimization for support vector machines using stochastic gradient descent and dual coordinate descent ⋮ Bilevel Optimization of Regularization Hyperparameters in Machine Learning ⋮ Bilevel Optimization: Theory, Algorithms, Applications and a Bibliography ⋮ Bilevel hyperparameter optimization for support vector classification: theoretical analysis and a solution method

Uses Software

• filterSQP
• NEOS

This page was built for publication: