Becoming the Expert – Interactive Multi-Class Machine Teaching
Edward Johns, Oisin Mac Aodha, and Gabriel J. Brostow
CVPR 2015
[Project Webpage]

Putting the Scientist in the Loop – Accelerating Scientific Progress with Interactive Machine Learning
Oisin Mac Aodha, Vassilios Stathopoulos, Michael Terry, Kate E. Jones, Gabriel J. Brostow, and Mark Girolami
ICPR 2014
[PDF]

Pseudo-Marginal Bayesian Inference for Gaussian Processes
Maurizio Filippone and Mark Girolami
PAMI 2014
[PDF]

Hierarchical Subquery Evaluation for Active Learning on a Graph
Oisin Mac Aodha, Neill D.F. Campbell, Jan Kautz, and Gabriel J. Brostow
CVPR 2014
[Project Webpage]

Bat Call Identification with Gaussian Process Multinomial Probit Regression and a Dynamic Time Warping Kernel
Vassilios Stathopoulos, Veronica Zamora-Gutierrez, Kate E. Jones, and Mark Girolami
AIStats 2014
[PDF] [Data]