This page serves to host research papers and projects related to machine learning.
Fundamentals
-
Breiman, L. (2003). Statistical modeling: The two cultures. Quality control and applied statistics, 48(1), 81-82.
-
Wolpert, D. H., & Macready, W. G. (1997). No free lunch theorems for optimization. IEEE transactions on evolutionary computation, 1(1), 67-82.
-
Pan, S. J., & Yang, Q. (2010). A Survey on Transfer Learning. IEEE Transactions on Knowledge and Data Engineering, 22(10), 1345–1359.