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Machine Learning (ML) - February 2013, issue 2 论文列表

本期论文列表
A theory of transfer learning with applications to active learning

Non-homogeneous dynamic Bayesian networks with Bayesian regularization for inferring gene regulatory networks with gradually time-varying structure

Forecasting electricity consumption by aggregating specialized experts

Quantum speed-up for unsupervised learning

Online Multiple Kernel Classification

Efficiently learning the preferences of people

Density estimation with minimization of U-divergence

New algorithms for budgeted learning

Learning figures with the Hausdorff metric by fractals—towards computable binary classification

Mass estimation

On evaluating stream learning algorithms

Multiclass classification with bandit feedback using adaptive regularization

TEXPLORE: real-time sample-efficient reinforcement learning for robots

Computational complexity of kernel-based density-ratio estimation: a condition number analysis