XLDA: Linear Discriminant Analysis for Incremental Extreme Classification
Published in International Conference on Machine Learning (ICML), PAC-Bayes Workshop, 2023
An O(1) on-device continual learning classifier.
Recommended citation: Shah, K., Veerendranath, V., Hebbar, A. and Bhat, R., 2023. XLDA: Linear Discriminant Analysis for Scaling Continual Learning to Extreme Classification at the Edge. arXiv preprint arXiv:2307.11317.
Download Paper