09/03/2026
Join us for the Statistics Colloquium featuring Dr. Michele Guindani, Ph.D., Professor and Interim Chair of the Department of Biostatistics at the Fielding School of Public Health at University of California Los Angeles (UCLA) presenting "Beyond the Average: Structured Priors for Bayesian Clustering in Neuroscience."
Dr. Guindani will present two Bayesian clustering methods designed to recover meaningful heterogeneity in neuroscience data that averaging can obscure. The talk will cover a repulsive mixture model applied to EEG event-related potentials to identify interpretable neurocognitive subgroups, and a framework for calcium imaging that identifies functionally coherent neural ensembles. Both illustrate a common principle: what a clustering model can recover depends on how scientific knowledge is encoded in the prior.
π
Monday, September 14, 2026
β° 4:00 PM
π Maxfield Hall Room 251, Rice University
https://events.rice.edu/statistics/event/438785-statistics-colloquium-michele-guindani-ucla