Distributed Machine Learning

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Combining distributed computing and machine learning - and everything inbetween (linear algebra, federated learning, p2p file-sharing, collaborative computing, evolutionary algorithms, etc.) with the idea of democrazing AI.

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What is Distributed Machine Learning? (feddit.org)

submitted 2 weeks ago* (last edited 2 weeks ago) by blueberry@feddit.org to c/distributed_ml@feddit.org

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Collection of links to get into the topic. Have fun :)

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[–] blueberry@feddit.org 1 points 2 weeks ago* (last edited 2 weeks ago)

Lecture about distributed computing from MIT: https://youtube.com/playlist?list=PLrw6a1wE39_tb2fErI4-WkMbsvGQk9_UB

[–] blueberry@feddit.org 1 points 2 weeks ago

Seminar about federated learning from Cambridge: https://www.cl.cam.ac.uk/seminars/wednesday/video/2024-1500-t221089.html

[–] blueberry@feddit.org 1 points 2 weeks ago

Lecture about machine learning from Standord: https://youtube.com/playlist?list=PLoROMvodv4rMiGQp3WXShtMGgzqpfVfbU

[–] blueberry@feddit.org 1 points 2 weeks ago

Good classification of different degrees of decentrality for machine learning: https://arxiv.org/pdf/2306.01603