Ask HN: What are the landmark papers in AI and ML?
I was wondering what you consider to be landmark papers in the history of Artificial Intelligence and Machine Learning. Some obvious examples are:
Pearson's PCA: https://zenodo.org/record/1430636#.XXaGseNKj-g
Rosenblatts's Perceptron: http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.335.3398&rep=rep1&type=pdf
Nilson's A*: https://ieeexplore.ieee.org/document/4082128
LeCun's theory of backprop: http://yann.lecun.com/exdb/publis/pdf/lecun-88.pdf
Vapeniks SVMs: http://image.diku.dk/imagecanon/material/cortes_vapnik95.pdf
Schmidhubers LSTM: https://www.bioinf.jku.at/publications/older/2604.pdf
etc... But this is a huge field and I'm sure there are many more that merit inclusion. No one person is aware of all of them so I'm hoping the HN hive mind can help find the hidden gems that many of us are missing.
Thanks!