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Machine Learning (ML) - April 2011, issue 1 论文列表

本期论文列表
Inductive equivalence in clausal logic and nonmonotonic logic programming

Adaptive partitioning schemes for bipartite ranking

Learning noisy linear classifiers via adaptive and selective sampling

Checkpoint evolution for volatile correlation computing

Estimating variable structure and dependence in multitask learning via gradients

The optimal unbiased value estimator and its relation to LSTD, TD and MC

Sparse canonical correlation analysis

Non-homogeneous dynamic Bayesian networks for continuous data

Guest editorial to the special issue on inductive logic programming, mining and learning in graphs and statistical relational learning

Effective feature construction by maximum common subgraph sampling

Block-wise construction of tree-like relational features with monotone reducibility and redundancy

Efficient mining for structurally diverse subgraph patterns in large molecular databases

Relational information gain

Constraint-based probabilistic modeling for statistical abduction