We describe AMCMC, a software package for running adaptive MCMC algorithms on user-supplied density functions. AMCMC provides the user with an R interface, which in turn calls C pr...
Markov random field (MRF) models, including conditional random field models, are popular in computer vision. However, in order to be computationally tractable, they are limited to ...
"This course has two objectives. First (and obvious) is to teach programming.
Second is to present some fundamental principles of computer science,
especially algorithm desi...