2019 Fall Semester: Program on Deep Learning

The Deep Learning program is a semester-long program to be presented in the fall of 2019. The program will focus on statistical strategies for improving machine learning. There is vast interest in automated methods for complex data analysis. However, there is a lack of consideration of: (1) interpretability; (2) uncertainty quantification; (3) applications with limited training data; and (4) selection bias. Statistical methods can achieve (1)-(4) through a change in focus.

 

 

 

 

Questions: email dl@samsi.info

To see more information on research and other opportunities, visit the links below:
Visiting Research Fellows
Post-Doctoral Fellows
Participation in Workshops