Biostatistics Seminar: Genetic Data

Blue Cross and Blue Shield Auditorium (0001 Michael Hooker Research Center) Michael Hooker Research Center, Chapel Hill, NC, United States

Robert Gentleman, PhD, will present a seminar titled, "Using genetic data to identify potential causal disease genes." Dr. Gentleman’s career has spanned more than 30 years. Prior to 23andMe, he was a Director at Genentech. At the Fred Hutchinson Cancer Research Center, he was the Head of the Computational Biology Department. Dr. Gentleman served as... Read more »

Biostatistics Seminar: Image-on-Scalar Regression

Blue Cross and Blue Shield Auditorium (0001 Michael Hooker Research Center) Michael Hooker Research Center, Chapel Hill, NC, United States

Xinyi Li, PhD, will present a seminar titled, "Sparse Learning for Image-on-Scalar Regression with Application to Imaging Genetics Studies."\ Motivated by recent advances in technology for medical imaging and high-throughput genotyping, we consider an imaging genetics approach to discover relationships between the interplay of genetic variation and environmental factors and measurements from imaging phenotypes. We... Read more »

Biostatistics Seminar: Deep Learning

Blue Cross and Blue Shield Auditorium (0001 Michael Hooker Research Center) Michael Hooker Research Center, Chapel Hill, NC, United States

Andrew Gordon Wilson, PhD, assistant professor at Cornell University, will present a seminar titled "Uncertainty, Loss Valleys, and Generalization in Deep Learning." Abstract: In this talk, we approach model construction from a probabilistic perspective. First, we introduce a scalable Gaussian process framework capable of learning expressive kernel functions on large datasets, implemented in our new... Read more »