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AI & Statistics 2013

Models and Estimation

Problem types

Supervised learning

Unsupervised and semi-supervised learning

Reasoning about complex structures

Decision-making and control

Reasoning about multiple agents

Algorithms and applications

Computation and algorithms

Applications and software