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

Karan Shah, Vishruth Veerendranath, Anushka Hebbar +1

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…