'Machine learning theory' presentation slideshows

Introduction to Machine Learning

Introduction to Machine Learning. Laurent Orseau AgroParisTech laurent.orseau@agroparistech.fr EFREI 2010-2011 Based on slides by Antoine Cornuejols. Overview. Introduction to Induction (Laurent Orseau) Neural Networks Support Vector Machines Decision Trees

1.1k views • 66 slides

Machine Learning, Decision Trees, Overfitting

426 views • 40 slides

Connections between Learning Theory, Game Theory, and Optimization

Connections between Learning Theory, Game Theory, and Optimization. Lecture 1, August 24 th 2010. Maria Florina (Nina) Balcan. Big Picture. Over the past decades, many important and deep connections between:. machine learning theory. algorithmic game theory. combinatorial optimization.

668 views • 39 slides

Connections between Learning Theory, Game Theory, and Optimization

Connections between Learning Theory, Game Theory, and Optimization. Lecture 1, August 24 th 2010. Maria Florina (Nina) Balcan. Big Picture. Over the past decades, many important and deep connections between:. machine learning theory. algorithmic game theory. combinatorial optimization.

395 views • 39 slides