XLDA: Linear Discriminant Analysis for Scaling Continual Learning to Extreme Classification at the Edge

no code implementations • 21 Jul 2023 • Karan Shah, Vishruth Veerendranath, Anushka Hebbar, Raghavendra Bhat

Streaming Linear Discriminant Analysis (LDA) while proven in Class-incremental Learning deployments at the edge with limited classes (upto 1000), has not been proven for deployment in extreme classification scenarios.

Class Incremental Learning Incremental Learning