Shawn Handler

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 3

Top Topics

Machine Learning Models

Dimensionality Reduction

Weather Forecast

Probabilistic Model

Top Venues

Publications

Montgomery Flora, Corey K. Potvin, Amy McGovern, Shawn Handler
Comparing Explanation Methods for Traditional Machine Learning Models Part 2: Quantifying Model Explainability Faithfulness and Improvements with Dimensionality Reduction. CoRR (2022)
Montgomery Flora, Corey K. Potvin, Amy McGovern, Shawn Handler
Comparing Explanation Methods for Traditional Machine Learning Models Part 1: An Overview of Current Methods and Quantifying Their Disagreement. CoRR (2022)
Montgomery Flora, Corey K. Potvin, Patrick S. Skinner, Shawn Handler, Amy McGovern
Using Machine Learning to Calibrate Storm-Scale Probabilistic Guidance of Severe Weather Hazards in the Warn-on-Forecast System. CoRR (2020)