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Taking Reg this Friday so wish me luck
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Thought this was interesting. Across 160 teams of researchers, just about all failed to make good life outcome predictions on things like GPA, evictions, layoffs, and others. Data followed 4.5k families across 15 years, with 13k features (varied over time). Haven't looked at it directly yet, but will be turning the docs and data inside out... In the meantime, authors claim this as showing the limits of ML. Oh, and it's published in PNAS, so you know there's some big publication energy there.
https://www.pnas.org/content/117/15/8398
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try to find breaks to take a walk and get new scenery
Generally if I am working on the weekend I will try to work less hours. So I will get up and start work and maybe work for 4-5 hours before turning my computer off and being done for the day. Then I go enjoy the rest of the day and I don't think about work.