Data Scientist

Combining Generative and Discriminative Learning

Generative learning is often more efficient than discriminative learning, but has substantially higher bias. We are developing techniques for exploiting the information efficiently learned by generative learning in order to assist the process of discriminative learning.

A WANBIA component for Weka can be downloaded here.

EBNC implements our algorithms for Efficient Parameter Learning of Bayesian Networks.