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Reading Assigments

Following seminal papers are recommended for reading:

  1. A Theory of Learnability by Valiant, L. G. (1984). Communications of the ACM, 27(11), 1134-1142. link

  2. The Nature of Statistical Learning Theory by Vapnik, V. N. (1995). Springer Science & Business Media. link

  3. A Few Useful Things to Know About Machine Learning by Domingos, P. (2012). Communications of the ACM, 55(10), 78-87. link

  4. Attention is all you need. Vaswani, A., Shazeer, N., Parmar, N., Uszkoreit, J., Jones, L., Gomez, A. N., … & Polosukhin, I. (2017). Advances in neural information processing systems, 30, 5998-6008. link