We are applying statistical learning to problems in protein structure and function estimation in collaboration with the UW Baker Lab.

Personnel:

Maya R. Gupta (EE Associate Professor)

Luca Cazzanti (AFCEA Fellow)

David Baker (UW Professor)

Lars Malmstrom (Graduate Students)

Publications:

"Quality assessment of low free-energy protein structure predictions," Luca Cazzanti, Maya Gupta, Lars Malmstrom, and David Baker, Proceedings of the IEEE Workshop on Machine Learning for Signal Processing, 375-380, 2005.

Related Work:

Global Optimization

Nonparametric Near-neighbor Statistical Learning