Search Results for author: Anushka Hebbar

Found 1 papers, 0 papers with code

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

no code implementations21 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 Class Incremental Learning +1

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