Montgomery Flora

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 4

Top Topics

Learning Models

Weather Prediction

Dimensionality Reduction

Top Venues

Publications

John R. Lawson, Montgomery Flora, Kevin H. Goebbert, Seth N. Lyman, Corey K. Potvin, David M. Schultz, Adam J. Stepanek, Joseph E. Trujillo-Falcón
Pixels and Predictions: Potential of GPT-4V in Meteorological Imagery Analysis and Forecast Communication. CoRR (2024)
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)