2 papers
cs.LG2023
Improving Knowledge Distillation with Teacher's Explanation
Sayantan Chowdhury, Ben Liang, Ali Tizghadam +1
Knowledge distillation (KD) improves the performance of a low-complexity student model with the help of a more powerful teacher. The teacher in KD is a black-box model, imparting k…
cs.NI2021
Flow-Packet Hybrid Traffic Classification for Class-Aware Network Routing
Sayantan Chowdhury, Ben Liang, Ali Tizghadam +1
Network traffic classification using machine learning techniques has been widely studied. Most existing schemes classify entire traffic flows, but there are major limitations to th…