- log-linear models and models for discrete data
- network models
- algebraic statistics
- density clustering
- geometric and algebraic methods for cloud point data
- penalized likelihood methods for high-dimensional inference
Upcoming NIPS 2012 Workshop:
I am co-organizing the NIPS 2012 workshop on Algebraic Topology and Machine Learning. Extended abstract submission deadline: September 16.