How to find a hidden Markov process
Sep 28, 2011, 02:00 PM - 03:00 PM | 939 Evans Hall | Happening As Scheduled
Andrew Critch, UC Berkeley (Speaker)
For statisticians: sometimes nature hides variables from us... how can a human or artificial intelligence check whether that's happening? One way is to use algebraic geometry! In this talk I'll introduce hidden Markov models as algebraic varieties, and how to express their defining ideals using the cumulant coordinates of Sturmfels Zwiernik (2011). Generators for the ideals of these...