A collection of classical papers that I share on twitter on all topics in machine learning, cognitive science, statistics, information theory, neuroscience, artificial intelligence, signal processing, operations research, econometrics, and others.
- 26 Mar 2017 [Tweet]
- Optimal Brain Damage, Y. Le Cun, J. S. Denker, S. A. Solla, 1989.
- 12 Mar 2017 [Tweet]
- Bayesian back-propagation, W. L. Buntine and A. S. Weigend, 1991.
- 22 Jan 2017 [Tweet]
- Induction of Decision Trees. J. R. Quinlan, 1986
- 8 Jan 2017 [Tweet]
- Some Studies in Machine Learning using the Game of Checkers. A. L. Samuel, 1959
- 18 Dec 2016 [Tweet]
- Statistical Modeling: The Two Cultures. Leo Breiman, 2001
- 11 Dec 2016 [Tweet]
- A 'Neural' Network that Learns to Play Backgammon. G. Tesauro and T Sejnowski, 1987
- 4 Dec 2016 [Tweet]
- A Mean Field Theory Learning Algorithm for Neural Networks. Carsten Peterson and James R . Anderson, 1987
- 27 Nov 2016 [Tweet]
- 20 Nov 2016 [Tweet]
- On the Likelihood That One Unknown Probability Exceeds Another in View of the Evidence of Two Samples. William R. Thompson, 1933.
- 13 Nov 2016 [Tweet]
- A neural substrate of prediction and reward. Wolfram Schultz, Peter Dayan, P. Read Montague, 1997.
- 6 Nov 2016 [Tweet]
- Generalized Linear Models. J. A. Nelder and R. W. M. Wedderburn, 1972.
- 30 Oct 2016 [Tweet]
- On Lines and Planes of Closest Fit to Systems of Points in Space. Karl Pearson, 1901.
- 23 Oct 2016 [Tweet]
- Random variate generation in one line of code. Luc Devroye, 1996.
- 9 Oct 2016 [Tweet]
- Computer science as empirical inquiry: symbols and search. Allen Newell and Herbert A. Simon , 1975.
- 17 Sept 2016 [Tweet]
- The Usefulness of Useless Knowledge. Abraham Flexner, 1939.