Davis Summarizes Papers
Davis BlalockI go through all the machine learning arXiv submissions each week and summarize 10 to 20 of my favorites. Free forever and read by thousands of ML researchers and practitioners.
| Platform |  | Pricing | Only free issues | Publishes | Weekly |
|---|---|---|---|---|---|
| Issues | 99 | Subscribers | Read | dblalock.substack.com |
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Latest Issues
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2024-8-25: Scaling curves for All of the Things
Good news: we got a bunch of important findings this week.
2024-8-4 arXiv roundup: LLama 3.1, training a 100T biological neural net
In case you’re wondering what I’ve been up to instead of posting for the past couple months, I was kicking off a training run for a 100T parameter biological neural network:
2024-4-28 arXiv roundup: data and scaling, backlog highlights part 3
Besides getting to cover unusually interesting work, the upside of having a big backlog is that you can group your coverage thematically. This week’s themes are data, scaling curves, and data scaling curves.
Research Archetypes: Scientists, Mathematicians, Inventors
What "research" entails day-to-day varies by field, subfield, problem, and individual researcher. However, there are clusters of project types and research tendencies that tend to go together.
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