Technology for a Changing World
Humans of BSOE
Computer Science and Engineering
"When I figured out I was interested in code machine learning, I saw that UC Santa Cruz had a large number of faculty teaching it. I looked them up on Google Scholar and saw that the department was doing a lot of important research."
Seminar: Reversible processes and the random walk on a *-graph
Speaker Name:
Sergio Bacallado
Speaker Title:
Postdoctoral Scholar
Speaker Organization:
Department of Statistics, Stanford University
Start Time:
Monday, January 5, 2015 - 4:00pm
End Time:
Monday, January 5, 2015 - 5:00pm
Location:
Engineering 2, Room 180
Organizer:
Athanasios Kottas
A discrete time, discrete state stationary process is said to be reversible if its law is invariant to time reversal. We introduce a random walk on a graph which represents several reversible models including Markov chains and processes with memory. We also introduce a reinforced version of the random walk which, due to de Finetti's theorem for Markov chains, defines a Bayesian predictive distribution for the aforementioned models. Applications to molecular dynamics will be discussed.
