Introduction to Federated Knowledge Distillation

Let’s review the key aspects and definitions concerning federated knowledge distillation together.
Parts:
00:00 Intro
00:19 Journey Plan
00:43 Aims & Motivations
01:34 Knowledge Distillation
03:11 Federated Learning
04:55 Federated Knowledge Distillation
06:10 FedMD Algorithm
In this video, we explore the fundamental concepts of federated knowledge distillation, starting with explaining the basics of knowledge distillation and the critical role it plays in transferring knowledge from larger models to smaller ones.
We then move into the topic of federated learning to explain how multiple decentralized devices can collaborate to train a global model without sharing raw data.
Join us on this educational adventure as we unravel the science behind federated knowledge distillation and its vast applicability across various research projects.

[@mahdibabaei7466]

Well done, good job👍

[@sahelalipoor]

Good luck👌

[@mehrinikzad5955]

Thanks for useful presentation

[@user-cs1uq7ye7f]

Good job🙏

[@melikanematollahi2338]

Great video! Thank you so much for sharing your insights. Well done!

[@sogolmv]

Thanks for sharing❤

[@user-cq9xt2us9k]

Thanks for this topic. Great work

[@sajjadshahabodini]

Very useful to get familiar with federated learning, appreciated

[@pou0ya]

You defined Federated Learning as well as possible!👌
Thank you Jamal👏

[@erfanehbadienia228]

Good job🌷🌷🌷

[@KavehAtapour]

Thanks, it is really easy to grasp.🎉

[@user-qe8rt9rq1r]

Good Luck Seyed Jamal for this video

[@amirsepahi986]

Great presentation and interesting topic!!

[@EsmatollahRezaei]

Great

[@user-cn1xr9hp5p]

good topic❤ Thank you