Edward Challis

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 1

Top Topics

Kullback Leibler

Mild Cognitive Impairment

Approximate Inference

Gaussian Process

Top Venues

J. Mach. Learn. Res.

University College London, UK (PHD)

Education History

University College London, UK

PHD

Publications

Harshil Shah, Arthur Wilcke, Marius Cobzarenco, Cristi Cobzarenco, Edward Challis, David Barber
Generalized Multiple Intent Conditioned Slot Filling. CoRR (2023)
Edward Challis, Peter Hurley, Laura Serra, Marco Bozzali, Seb Oliver, Mara Cercignani
Gaussian process classification of Alzheimer's disease and mild cognitive impairment from resting-state fMRI. NeuroImage 112 (2015)
Edward Challis, David Barber
Gaussian Kullback-Leibler approximate inference. J. Mach. Learn. Res. 14 (1) (2013)
Stuart Yarrow, Edward Challis, Peggy Seriès
Fisher and Shannon Information in Finite Neural Populations. Neural Comput. 24 (7) (2012)
Edward Challis, David Barber
Affine Independent Variational Inference. NIPS (2012)
Edward Challis, David Barber
Concave Gaussian Variational Approximations for Inference in Large-Scale Bayesian Linear Models. AISTATS (2011)