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Machine Learning (ML) - December 2011, issue 3 论文列表

本期论文列表
Ternary Bradley-Terry model-based decoding for multi-class classification and its extensions

Construction and learnability of canonical Horn formulas

Model selection in reinforcement learning

Classifier chains for multi-label classification

An asymptotically optimal policy for finite support models in the multiarmed bandit problem

Resampling approach for cluster model selection

Guest editorial: model selection and optimization in machine learning

A majorization-minimization approach to the sparse generalized eigenvalue problem

Dual coordinate descent methods for logistic regression and maximum entropy models

SpicyMKL: a fast algorithm for Multiple Kernel Learning with thousands of kernels

Sparse conjugate directions pursuit with application to fixed-size kernel models

Boosted multi-task learning

Model selection for primal SVM