True Positive Weekly

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True Positive Weekly #55
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True Positive Weekly #55

The most important artificial intelligence and machine learning links of the week

Andriy Burkov
Mar 28
3
Share this post
True Positive Weekly #55
aiweekly.substack.com

Hey, in this issue: the state of AI in 9 charts; a new PyTorch library to train models faster; restoring and attributing ancient texts; new research on deep learning for tabular data; a survey on efficient transformers; injecting fairness into machine-learning models; bootstrapping labels via supervision and human-in-the-loop; and more.

  • [Stanford] The state of AI in 9 charts (and the entire 2022 AI Index Report)

  • AI critical to business success in post-pandemic world, study finds

  • [Project] Composer: a new PyTorch library to train models ~2-4x faster with better algorithms

  • [Project] Restoring and attributing ancient texts using deep neural networks

  • [Sponsored] AI Chambers – Ask an experienced AI Patent Attorney via 1-on-1 Zoom meeting, powered by Ridout & Maybee. Meet monthly.

  • [ArXiv] On embeddings for numerical features in tabular deep learning (code)

  • [ArXiv] Efficient transformers: a survey

  • [MIT] Injecting fairness into machine-learning models

  • [The Gradient] Bootstrapping labels via supervision and human-in-the-loop

Enjoy the newsletter? Help us make it bigger and better by sharing it with your colleagues and friends.

Have a nice weekend! See you next week. — Andriy

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True Positive Weekly #55
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