Danny Wood

According to our database, Danny Wood authored at least 6 papers between 2020 and 2024.

Collaborative distances:

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

2024

Model-agnostic variable importance for predictive uncertainty: an entropy-based approach.

Danny Wood, Theodore Papamarkou, Matt Benatan, Richard Allmendinger

Data Min. Knowl. Discov., November, 2024

2023

A Unified Theory of Diversity in Ensemble Learning.

Danny Wood, Tingting Mu, Andrew M. Webb, Henry W. J. Reeve, Mikel Luján, Gavin Brown

J. Mach. Learn. Res., 2023

A max-affine spline approximation of neural networks using the Legendre transform of a convex-concave representation.

Adam Perrett, Danny Wood, Gavin Brown

CoRR, 2023

2022

Two-stage Classification for Detecting Murmurs from Phonocardiograms Using Deep and Expert Features.

Sara Summerton, Danny Wood, Darcy Murphy, Oliver C. Redfern, Matt Benatan, Matti Kaisti, David C. Wong

Proceedings of the Computing in Cardiology, 2022

Bias-Variance Decompositions for Margin Losses.

Danny Wood, Tingting Mu, Gavin Brown

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2020

Effects of network weight structure in echo state networks.

Danny Wood

PhD thesis, 2020