WelcomeAIOverlords (Zak Jost)

Machine Learning Street Talk (MLST)

English - June 30, 2020 12:39 - 1 hour - 109 MB
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Previous Episode: Facebook Research - Unsupervised Translation of Programming Languages

Next Episode: Robert Lange on NN Pruning and Collective Intelligence

We welcome Zak Jost from the WelcomeAIOverlords channel. Zak is an ML research scientist at Amazon. He has a great blog at http://blog.zakjost.com and also a Discord channel at https://discord.gg/xh2chKX

WelcomeAIOverlords: https://www.youtube.com/channel/UCxw9_WYmLqlj5PyXu2AWU_g

00:00:00 INTRO START

00:01:07 MAIN SHOW START

00:01:59 ZAK'S STORY

00:05:06 YOUTUBE DISCUSSION

00:24:12 UNDERSTANDING PAPERS

00:29:53 CONTRASTIVE LEARNING INTRO

00:33:00 BRING YOUR OWN LATENT PAPER

01:03:13 GRAPHS IN ML AND KNOWLEDGE GRAPHS

01:21:36 GRAPH USE CASES - FRAUD

01:30:15 KNOWLEDGE GRAPHS

01:34:22 GRAPHS IN ML

01:38:53 AUTOMATED ML

01:57:32 OUTRO