The Rate of Convergence of AdaBoost

zbMath1317.68176arXiv1106.6024MaRDI QIDQ2933884

Indraneel Mukherjee, Cynthia Rudin, Robert E. Schapire

Publication date: 8 December 2014

Full work available at URL: https://arxiv.org/abs/1106.6024

zbMATH Keywords

optimizationconvergence rateAdaBoostcoordinate descent

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05)

Related Items (5)

Toward Efficient Ensemble Learning with Structure Constraints: Convergent Algorithms and Applications ⋮ A precise high-dimensional asymptotic theory for boosting and minimum-\(\ell_1\)-norm interpolated classifiers ⋮ Fully corrective gradient boosting with squared hinge: fast learning rates and early stopping ⋮ Randomized Gradient Boosting Machine ⋮ AdaBoost and robust one-bit compressed sensing

This page was built for publication: The Rate of Convergence of AdaBoost