Houle, Michael E.

4 publications

ICLR 2024 LDReg: Local Dimensionality Regularized Self-Supervised Learning Hanxun Huang, Ricardo J. G. B. Campello, Sarah Monazam Erfani, Xingjun Ma, Michael E. Houle, James Bailey

ICLR 2018 Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality Xingjun Ma, Bo Li, Yisen Wang, Sarah M. Erfani, Sudanthi Wijewickrema, Grant Schoenebeck, Dawn Song, Michael E. Houle, James Bailey

ICML 2018 Dimensionality-Driven Learning with Noisy Labels Xingjun Ma, Yisen Wang, Michael E. Houle, Shuo Zhou, Sarah Erfani, Shutao Xia, Sudanthi Wijewickrema, James Bailey

ICML 2007 Best of Both: A Hybridized Centroid-Medoid Clustering Heuristic Nizar Grira, Michael E. Houle