Colloquium Computer Science - Felippe A. Pereira (Sao Paulo University)

Title: Machine Learning and Neural Networks for Agent Based Social Simulations

Abstract:

We present a technique based on Maximum Entropy and Bayesian Probability to develop Machine Learning algorithms for Neural Networks. We also show an application of this technique in a model for the judicial data from the book "Are judges Political?" by Cass Sunstein about the decisions of U. S. Supreme Court.