Bryan Silverthorn
Ph.D. Student (Alumni)
Graduated from Cornell University in 2005, and from The University of Texas at Austin in 2012. Focused on statistical approaches to search and optimization.
Homepage:
http://www.cs.utexas.edu/~bsilvert/
Publications
A Probabilistic Architecture for Algorithm Portfolios 2012
Bryan Silverthorn
Surviving Solver Sensitivity: An ASP Practitioner's Guide 2012
Bryan Silverthorn, Yuliya Lierler and Marius Schneider
Learning Polarity from Structure in SAT 2011
Bryan Silverthorn and Risto Miikkulainen
Latent Class Models for Algorithm Portfolio Methods 2010
Bryan Silverthorn and Risto Miikkulainen
Spherical Topic Models 2010
Joseph Reisinger, Austin Waters, Bryan Silverthorn, and Raymond J. Mooney
Spherical Topic Models 2009
Joseph Reisinger, Austin Waters, Bryan Silverthorn, and Raymond Mooney
Projects
Borg: A General-Purpose Algorithm Portfolio System 2009 - 2013
Learning Strategic Behavior in Sequential Decision Tasks 2009 - 2012
Areas of Interest
Learning for Planning and Problem Solving Unsupervised Learning, Clustering, and Self-Organization Applications Algorithm Portfolios Satisfiability
Software/Data
Borg

The borg project includes a practical algorithm...

2011
Demos
Model-Based Visualization of Solver Performance DataBryan Silverthorn2011
Labs
Neural Networks