Upcoming new teaching (Feb 19, 2018 - Apr 4, 2018): computational statistics (535)
Precise syllabus TBA but likely to focus on Monte Carlo methods including advanced simulation techniques
such as Sequential Monte Carlo, various MCMC schemes, non-reversible dynamics; perhaps a bit of
variational inference; and various results that support these methods from probability theory,
stochastic process, optimization and numerical linear algebra.