4 ms·
Ask HN: Where can I find an updated AI reading list?
Context: I have a PhD in signal processing from the early 2010 and I went on to have a career in a security-related team. I would like to steer back my career towards AI and need to catch up on everything that came from DNN and after.
I heard that John Carmack got a reading list from Ilya@OpenAI, but I could not find it. Is there something similar that you would recommend?
I was thinking of taking the papers, implement the algorithm from scratch and build some intuition based on that experience.
Anything you would recommend?
- wycliffb 4y agohttps://arxiv.org/list/cs.LG/recent https://arxiv.org/list/cs.LG/recent
- ppjim 4y agoSome suggestions: https://aimagazine.com/ https://aimagazine.com/ https://jack-clark.net/ https://jack-clark.net/ https://www.ben-evans.com/newsletter https://www.ben-evans.com/newsletter https://scholar.google.com/ https://scholar.google.com/ search 'AI'
- mindcrime 4y agoMaybe one of the various Github "Awesome XYZ" lists that exists out there. https://github.com/terryum/awesome-deep-learning-papers https://github.com/terryum/awesome-deep-learning-papers https://endymecy.github.io/awesome-deeplearning-resources/ https://endymecy.github.io/awesome-deeplearning-resources/ You might also track down the website for a DL class from a reputable university and mine the syllabus for a list of assigned readings. Do that for two or three such instances and you could probably come up with a pretty solid list. Or may just ask Carmack to share the list he was referring to? Does anybody know if he responds to Tweets / Twitter DM's, etc? EDIT: Also, check out https://paperswithcode.com/ https://paperswithcode.com/ EDIT 2: Also, not reading, but.. Andrej Karpathy has a Youtube channel now and has been putting up some videos on ML topics. Might be of interest? https://www.youtube.com/c/AndrejKarpathy https://www.youtube.com/c/AndrejKarpathy
- costant 4y agoThanks this is really useful. re Carmack: I saw that somebody else tried on Twitter without success.
- mindcrime 4y agoBummer. I see now a bunch of people asked on this thread, but no response one way or the other that I see. I tried @'ing him just now to ask again, no idea if it will yield anything or not. Anyway, the replies in this thread actually appear to have a lot of good stuff as well. Might be worth perusing if you haven't. https://twitter.com/ID_AA_Carmack/status/1241219019681792010 https://twitter.com/ID_AA_Carmack/status/1241219019681792010
- disadvantage 4y agohttps://hn.algolia.com/?dateRange=pastMonth&page=0&prefix=false&query=%22AI%22&sort=byPopularity&type=story https://hn.algolia.com/?dateRange=pastMonth&page=0&prefix=fa...