Legend:
CC = Colorado Convention Center H = Hyatt Regency Denver at Colorado Convention Center
* = applied session ! = JSM meeting theme
Activity Details
|
|
|
|
228 * !
|
Mon, 7/29/2019,
2:00 PM -
3:50 PM
|
CC-607
|
|
Interpreting Machine Learning Models: Opportunities, Challenges, and Applications — Topic Contributed Papers
|
|
Section on Statistical Learning and Data Science, Section on Nonparametric Statistics, Section on Statistical Computing
|
|
Organizer(s): Vijayan Nair, Wells Fargo & University of Michigan, Ann Arbor
|
|
Chair(s): Joel B. Brodsky, Wells Fargo
|
|
2:05 PM
|
Understanding the Effects of Predictor Variables in Black-Box Supervised Learning Models
Daniel W Apley, Northwestern University
|
|
2:25 PM
|
Deep Insights into Explainability and Interpretability of Machine Learning Algorithms and Applications to Risk Management
Jie Chen, Wells Fargo
|
|
2:45 PM
|
Increasing Trust and Interpretability in Machine Learning with Model Debugging
Patrick Hall, H2O.ai
|
|
3:05 PM
|
Detecting Interpretable Insights from Large-Scale Time Series Data
Qing Feng, Facebook; Sean Taylor , Facebook
|
|
3:25 PM
|
Floor Discussion
|
|
