room 333 (fishbowl)
I will provide an account of the key papers by Freund and Schapire that developed AdaBoost, a major milestone in machine learning.
Freund, Yoav, and Robert E. Schapire. “A desicion-theoretic generalization of on-line learning and an application to boosting.” Computational Learning Theory: Eurocolt ‘95, pp. 23-37. Springer Berlin Heidelberg, 1995.
Yoav Freund and Robert E. Schapire, “A Decision-Theoretic
Generalization of On-Line Learning and an Application to Boosting.”
Journal of Computer and System Sciences, 55.1 (1997): 119-139.