[ML News] AI predicts race from X-Ray | Google kills HealthStreams | Boosting Search with MuZero

#mlnews #schmidhuber #muzero

Your regular updates on what's happening in the ML world!

OUTLINE:
0:00 - Intro
0:15 - Sponsor: Weights & Biases
1:45 - Google shuts down health streams
4:25 - AI predicts race from blurry X-Rays
7:35 - Facebook labels black men as primates
11:05 - Distill papers on Graph Neural Networks
11:50 - Jürgen Schmidhuber to lead KAUST AI Initiative
12:35 - GitHub brief on DMCA notices for source code
14:55 - Helpful Reddit Threads
19:40 - Simple Tricks to improve Transformers
20:40 - Apple's Unconstrained Scene Generation
21:40 - Common Objects in 3D dataset
22:20 - WarpDrive Multi-Agent RL framework
23:10 - My new paper: Boosting Search Agents & MuZero
25:15 - Can AI detect depression from speech?

References:
Google shuts down Health Streams
https://techcrunch.com/2021/08/26/google-confirms-its-pulling-the-plug-on-streams-its-uk-clinician-support-app/

AI predicts race from X-Rays
https://www.iflscience.com/technology/ai-makes-strangely-accurate-predictions-from-blurry-medical-scans-alarming-researchers/?fbclid=IwAR2ddIP4w0p6VNbMRoe_9OPXQS6NA365XdB22v7rMlVOcuqnxe1ST7ZuvtA&utm_source=pocket_mylist
https://arxiv.org/ftp/arxiv/papers/2107/2107.10356.pdf

Facebook labels black men as primates
https://www.nytimes.com/2021/09/03/technology/facebook-ai-race-primates.html
https://en.wikipedia.org/wiki/Human

Distill articles on GNNs
https://distill.pub/2021/gnn-intro/
https://distill.pub/2021/understanding-gnns/

Jürgen Schmidhuber leads KAUST AI initiative
https://people.idsia.ch/~juergen/kaust-2021.html

GitHub issues court brief on code DMCAs
https://github.blog/2021-08-31-vague-infringement-allegations-considered-harmful/

Useful Reddit Threads
https://www.reddit.com/r/MachineLearning/comments/phvgzb/r_how_machine_learning_will_revolutionise_physics/
https://www.reddit.com/r/MachineLearning/comments/pe9jyt/d_what_are_the_most_important_problems_in_ml_today/
https://www.reddit.com/r/MachineLearning/comments/phnx8c/d_do_you_reproduce_a_method_for_sota_comparison/
https://www.reddit.com/r/MachineLearning/comments/pev04l/d_what_kind_of_hyperparameter_optimisation_do_you/

Tricks to improve Transformers
https://arxiv.org/pdf/2108.12284.pdf

Unconstrained Scene Generation
https://apple.github.io/ml-gsn/

Common Objects in 3D dataset
https://ai.facebook.com/blog/common-objects-in-3d-dataset-for-3d-reconstruction

WarpDrive Multi-Agent RL framework
https://blog.einstein.ai/warpdrive-fast-rl-on-a-gpu/

Boosting Search Engines / MuZero Code
https://arxiv.org/abs/2109.00527
https://github.com/google-research/google-research/tree/master/muzero
https://github.com/google-research/language/tree/master/language/search_agents

Can AI detect depression?
https://venturebeat.com/2021/08/31/ai-startups-claim-to-detect-depression-from-speech-but-the-jurys-out-on-their-accuracy/?utm_source=pocket_mylist

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Видео [ML News] AI predicts race from X-Ray | Google kills HealthStreams | Boosting Search with MuZero канала Yannic Kilcher