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Introduction to Machine Learning

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Author: Amnon Shashua
Url: http://arxiv.org/abs/0904.3664
Format: Pdf
Year: 2009
Category: Machine Learning
Pages: 107
Clicks: 2253

Description
Introduction to Machine learning covering Statistical Inference (Bayes, EM, ML/MaxEnt duality), algebraic and spectral methods (PCA, LDA, CCA, Clustering), and PAC learning (the Formal model, VC dimension, Double Sampling theorem).

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