Book recommendations for the history of ML?
post by Eleni Angelou (ea-1) · 2022-12-28T23:50:55.512Z · LW · GW · No commentsThis is a question post.
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Answers 3 LawrenceC None No comments
Since I'm working in history and philosophy of science (HPS) and I'm trying to build my HPS model of alignment, in particular, I think it'd be good to read a book or two on the history of machine learning.
If you know of a good one, please share. Thanks!
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answer by LawrenceC · 2022-12-29T00:06:53.097Z · LW(p) · GW(p)
There isn't really a good book on recent ML (e.g. post GPT-3), but here's a few resources that cover older periods:
- Chapter 1 of Goodfellow's Deep Learning Textbook covers the history until 2015.
- Schmidhuber's Deep Learning in Neural Networks -- I think this is fine for a history until 2014 if you discount all the self congratulation :) Yes, this is a paper, but it's 88 pages long, so I think it counts!
- Rosenfeld and Anderson's Talking Nets covers the history of neural networks until ~2000!
↑ comment by Eleni Angelou (ea-1) · 2022-12-29T00:13:33.086Z · LW(p) · GW(p)
Thank you Lawrence!
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