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Publication:2896152
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zbMath1242.62088MaRDI QIDQ2896152

Vladimir I. Koltchinskii

Publication date: 13 July 2012

Full work available at URL: http://www.jmlr.org/papers/v11/koltchinskii10a.html

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

zbMATH Keywords

capacity functiondisagreement coefficient


Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Sequential statistical methods (62L99) Learning and adaptive systems in artificial intelligence (68T05)


Related Items (8)

High-Dimensional Learning Under Approximate Sparsity with Applications to Nonsmooth Estimation and Regularized Neural Networks ⋮ Regularized sample average approximation for high-dimensional stochastic optimization under low-rankness ⋮ A theory of transfer learning with applications to active learning ⋮ Spatially-adaptive sensing in nonparametric regression ⋮ Adaptive sensing performance lower bounds for sparse signal detection and support estimation ⋮ Surrogate losses in passive and active learning ⋮ Unnamed Item ⋮ Statistical active learning algorithms for noise tolerance and differential privacy




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