Overview
Research Interests:
- Monte Carlo methods; high-dimensional sampling algorithms; Mixing times of Markov chains; MCMC; Sequential Monte Carlo; probabilistic graphical models; Bayesian computation; probabilistic Machine Learning; Computational complexity of statistical inference.
- Computational biology; Protein structure and folding; computational immunology; computational biophysics; statistical physics; computational statistical mechanics; molecular evolution.
Current Appointments & Affiliations
Associate Professor of Statistical Science
·
2010 - Present
Statistical Science,
Trinity College of Arts & Sciences
Associate Professor in Computer Science
·
2011 - Present
Computer Science,
Trinity College of Arts & Sciences
Education, Training & Certifications
Stanford University ·
2002
Ph.D.
University of California, Berkeley ·
1995
B.A.