'Many training examples' presentation slideshows

Recap: Bag of Words for Large Scale Retrieval

700 views • 57 slides

Text Classification from Labeled and Unlabeled Documents using EM

Text Classification from Labeled and Unlabeled Documents using EM. Machine Learning (2000). Kamal Nigam Andrew K. McCallum Sebastian Thrun Tom Mitchell. Presented by Andrew Smith, May 12, 2003. Presentation Outline. Motivation and Background The Naive Bayes classifier

852 views • 50 slides

Neural Networks

Neural Networks. Background. - Neural Networks can be : - Biological models - Artificial models - Desire to produce artificial systems capable of sophisticated computations similar to the human brain. Biological analogy and some main ideas.

575 views • 45 slides

PLOW: A Collaborative Task Learning Agent

PLOW: A Collaborative Task Learning Agent. Author: James Allen, Nathanael Chambers, etc. By: Rex, Linger, Xiaoyi Nov. 23, 2009. Outline. Introduction The PLOW System Demonstration Learning Tasks Evaluation Strength & Weakness Related Works Q&A and Discussion. Introduction.

533 views • 31 slides

Announcements

Announcements. Homework due Tuesday. Office hours Monday 1-2 instead of Wed. 2-3. Knowledge of the world is often statistical. When the appearance of an object varies, but not completely arbitrarily. Examples: Classes of objects: faces, cars, bicycles

267 views • 19 slides