'Willamowski et al' presentation slideshows

Review: Probability

548 views • 31 slides

Bag-of-features models

Bag-of-features models. Many slides adapted from Fei-Fei Li, Rob Fergus, and Antonio Torralba. Overview: Bag-of-features models. Origins and motivation Learning visual vocabularies K-means clustering Discriminative methods Nearest-neighbor classification Distance functions

615 views • 29 slides

Bayes Rule

Bayes Rule. Rev. Thomas Bayes (1702-1761). How is this rule derived? Using Bayes rule for probabilistic inference: P(Cause | Evidence): diagnostic probability P(Evidence | Cause): causal probability. Bayesian decision theory.

873 views • 15 slides