Christopher Douglas

According to our database, Christopher Douglas authored at least 5 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Automl Framework for Ensembling: Split Validation Sets for Coefficient and Structure Selection.

Brandon Warner, Edward R. Ratner, Christopher Douglas, Elliot Farmer

Proceedings of the IEEE Conference on Artificial Intelligence, 2025

A Novel Modeling Focused Missing Data Imputation Framework.

Asha Collie, Elliot Farmer, Brandon Warner, Edward R. Ratner, Christopher Douglas

Proceedings of the IEEE Conference on Artificial Intelligence, 2025

2024

Advancing digital sensing in mental health research.

Samir Akre, Darsol Seok, Christopher Douglas, Adrián Aguilera, Simona Carini, Jessilyn Dunn, Matthew Hotopf, David C. Mohr, Alex A. T. Bui, Nelson B. Freimer

npj Digit. Medicine, 2024

Ensemble Learning with Highly Variable Class-Based Performance.

Brandon Warner, Edward R. Ratner, Kallin Carlous-Khan, Christopher Douglas, Amaury Lendasse

Mach. Learn. Knowl. Extr., 2024

Extreme AutoML: Analysis of Classification, Regression, and NLP Performance.

Edward R. Ratner, Elliot Farmer, Brandon Warner, Christopher Douglas, Amaury Lendasse

CoRR, 2024