Search Results for author: Sayantan Chowdhury

Found 2 papers, 0 papers with code

Improving Knowledge Distillation with Teacher's Explanation

no code implementations4 Oct 2023 Sayantan Chowdhury, Ben Liang, Ali Tizghadam, Ilijc Albanese

The teacher in KD is a black-box model, imparting knowledge to the student only through its predictions.

Knowledge Distillation

Flow-Packet Hybrid Traffic Classification for Class-Aware Network Routing

no code implementations30 Apr 2021 Sayantan Chowdhury, Ben Liang, Ali Tizghadam, Ilijc Albanese

At a network router, the packets need to be processed with minimum delay, so the classifier cannot wait until the end of the flow to make a decision.

BIG-bench Machine Learning Classification +2

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