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Machine Learning (ML) - April 2009, issue 1 论文列表

本期论文列表
Guest editors’ introduction: special issue on mining and learning with graphs

Graph kernels based on tree patterns for molecules

On the properties of von Neumann kernels for link analysis

gBoost: a mathematical programming approach to graph classification and regression

Mining probabilistic automata: a statistical view of sequential pattern mining

An efficient algorithm for learning to rank from preference graphs

Pool-based active learning in approximate linear regression

The generalization performance of ERM algorithm with strongly mixing observations

Search-based structured prediction

Transfer bounds for linear feature learning

Efficient covariance matrix update for variable metric evolution strategies

Upper bound for variational free energy of Bayesian networks

Bayesian learning of graphical vector autoregressions with unequal lag-lengths

NP-hardness of Euclidean sum-of-squares clustering