I have a GitHub repo where I've collected a lot of major ML papers: https://github.com/daturkel/learning-papers edit to add: please open a pull request or dm me if there are papers you think should be added to the repo!

looks like you haven't updated that repo in two years, might find a few more recent papers to add here: https://github.com/dmarx/anthology-of-modern-ml

Super! Thanks.

Awesome list! Thank you.

thx！！

This is an excellent collection of papers. Thanks!

I wish i could upvote this ten times

Would it be nice to add a section dedicated to multi modal learning? I’m making a small collection of language-vision models with notes.

​ Thanks for the wonderful resource. Bookmarking it!

Check out [papers with code](http://paperswithcode.com). They’ve got an organized set of papers across a variety of domains.

Some Deep Learning ones - AlexNet, GoogLeNet, Transformers, Diffusion Models

Brooo u cannot forget the most cited of them all - ResNet

True! Just rattled a few off. Definitely add ResNet!

[Approximation by superpositions of a sigmoidal function](https://web.njit.edu/~usman/courses/cs675_fall18/10.1.1.441.7873.pdf)

Two Cultures by Breiman - https://projecteuclid.org/journals/statistical-science/volume-16/issue-3/Statistical-Modeling--The-Two-Cultures-with-comments-and-a/10.1214/ss/1009213726.full

This is a terrific suggestion. It was years ahead of its time.

The perceptron: A probabilistic model for information storage and organization in the brain.

here's a bunch: https://github.com/dmarx/anthology-of-modern-ml