scientific article; zbMATH DE number 6276206

zbMath1433.68376arXiv1107.2021MaRDI QIDQ5405215

Sivan Sabato, Naftali Tishby

Publication date: 1 April 2014

Full work available at URL: https://arxiv.org/abs/1107.2021

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

zbMATH Keywords

learning theoryPAC learningsupervised classificationsample complexitymultiple-instance learning

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Inequalities; stochastic orderings (60E15) Learning and adaptive systems in artificial intelligence (68T05)

Related Items (5)

Classification with asymmetric label noise: consistency and maximal denoising ⋮ On multiple-instance learning of halfspaces ⋮ Theory and Algorithms for Shapelet-Based Multiple-Instance Learning ⋮ PAC-learning in the presence of one-sided classification~noise ⋮ A theoretical and empirical analysis of support vector machine methods for multiple-instance classification

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