Measuring dependency via intrinsic dimensionality. - Simone Romano 003; Oussama Chelly; Vinh Nguyen 003; James Bailey 001; Michael E. Houle (ICPR, 2016)

Robust Domain Generalisation by Enforcing Distribution Invariance. - Sarah M. Erfani; Mahsa Baktashmotlagh; Masud Moshtaghi; Vinh Nguyen 003; Christopher Leckie; James Bailey 001; Kotagiri Ramamohanarao (IJCAI, 2016)

R1STM: One-class Support Tensor Machine with Randomised Kernel. - Sarah M. Erfani; Mahsa Baktashmotlagh; Sutharshan Rajasegarar; Vinh Nguyen 003; Christopher Leckie; James Bailey 001; Kotagiri Ramamohanarao (SDM, 2016)

From Shared Subspaces to Shared Landmarks: A Robust Multi-Source Classification Approach. - Sarah M. Erfani; Mahsa Baktashmotlagh; Masud Moshtaghi; Vinh Nguyen 003; Christopher Leckie; James Bailey 001; Kotagiri Ramamohanarao (AAAI, 2017)

Unbiased Multivariate Correlation Analysis. - Yisen Wang 001; Simone Romano 003; Vinh Nguyen 003; James Bailey 001; Xingjun Ma; Shu-Tao Xia (AAAI, 2017)

The vulnerability of learning to adversarial perturbation increases with intrinsic dimensionality. - Laurent Amsaleg; James Bailey 001; Dominique Barbe; Sarah M. Erfani; Michael E. Houle; Vinh Nguyen 003; Milos Radovanovic 001 (WIFS, 2017)