all AI news
#71 - ZAK JOST (Graph Neural Networks + Geometric DL) [UNPLUGGED]
March 25, 2022, 6:10 p.m. | Machine Learning Street Talk
Machine Learning Street Talk www.youtube.com
Patreon: https://www.patreon.com/mlst
Discord: https://discord.gg/ESrGqhf5CB
Pod: https://anchor.fm/machinelearningstreettalk/episodes/71---ZAK-JOST-Graph-Neural-Networks--Geometric-DL-UNPLUGGED-e1g8dvr
Want to sponsor MLST!? Let us know on Linkedin / Twitter.
[00:00:00] Preamble
[00:03:12] Geometric deep learning
[00:10:04] Message passing
[00:20:42] Top down vs bottom up
[00:24:59] All NN architectures are different forms of information diffusion processes (squashing and smoothing problem)
[00:29:51] Graph rewiring
[00:31:38] Back to information diffusion
[00:42:43] Transformers vs GNNs
[00:47:10] Equivariant subgraph aggregation networks + WL test
[00:55:36] Do equivariant layers …
More from www.youtube.com / Machine Learning Street Talk
Can we build a generally intelligent agent?
1 week, 1 day ago |
www.youtube.com
20 March 2024
1 week, 1 day ago |
www.youtube.com
Will we replace software engineers with AI?
2 weeks, 1 day ago |
www.youtube.com
Language is a set of pointers to internal simulations
2 weeks, 6 days ago |
www.youtube.com
languages are the mimetic equivalent of physical tools like scissors
2 weeks, 6 days ago |
www.youtube.com
Jobs in AI, ML, Big Data
Senior ML Researcher - 3D Geometry Processing | 3D Shape Generation | 3D Mesh Data
@ Promaton | Europe
Senior Data Analyst - SQL
@ Experian | Heredia, Costa Rica
Lead Business Intelligence Developer
@ L.A. Care Health Plan | Los Angeles, CA, US, 90017
(USA) Senior Manager, Data Analytics
@ Walmart | (USA) AR BENTONVILLE Home Office J Street Offices, Suite #2
Autonomous Haulage System Application Specialist
@ Komatsu | Belo Horizonte, BR
Machine Learning Engineer
@ GFT Technologies | Alcobendas, M, ES, 28108