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Machine Learning (ML) - July 2010, issue 1 论文列表

本期论文列表
A process for predicting manhole events in Manhattan

Finding a short and accurate decision rule in disjunctive normal form by exhaustive search

Classification with guaranteed probability of error

Algorithms for optimal dyadic decision trees

Guest editorial: special issue on learning theory

The true sample complexity of active learning

On the equivalence of weak learnability and linear separability: new relaxations and efficient boosting algorithms

Extracting certainty from uncertainty: regret bounded by variation in costs

Preference-based learning to rank

Stability and model selection in k-means clustering

Regret bounds for sleeping experts and bandits

Polynomial regression under arbitrary product distributions

Time varying undirected graphs