Danny Wood

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 6

Top Topics

Discriminative Features

Bias Variance Analysis

Benchmark Datasets

Decomposition Methods

Top Venues

Publications

Danny Wood, Theodore Papamarkou, Matt Benatan, Richard Allmendinger
Model-agnostic variable importance for predictive uncertainty: an entropy-based approach. CoRR (2023)
Danny Wood, Tingting Mu, Andrew M. Webb, Henry W. J. Reeve, Mikel Luján, Gavin Brown
A Unified Theory of Diversity in Ensemble Learning. CoRR (2023)
Adam Perrett, Danny Wood, Gavin Brown
A max-affine spline approximation of neural networks using the Legendre transform of a convex-concave representation. CoRR (2023)
Sara Summerton, Danny Wood, Darcy Murphy, Oliver C. Redfern, Matt Benatan, Matti Kaisti, David C. Wong
Two-stage Classification for Detecting Murmurs from Phonocardiograms Using Deep and Expert Features. CinC (2022)
Danny Wood, Tingting Mu, Gavin Brown
Bias-Variance Decompositions for Margin Losses. AISTATS (2022)
Danny Wood, Tingting Mu, Gavin Brown
Bias-Variance Decompositions for Margin Losses. CoRR (2022)