Yoav Freund

Yoav Freund is a person.

• See: Boosting Algorithm, AdaBoost Algorithm, Selective Sampling, Robert E. Schapire.

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References

• Professional Homepage: http://www.cse.ucsd.edu/~yfreund/papers/index.html
• http://scholar.google.com/citations?user=NFdG-GMAAAAJ

2009

• (Freund, 2009) ⇒ Yoav Freund. (2009). “Statistical Machine Learning (Boosting)." Course: UC San Diego, CSE254, Winter 2009. http://seed.ucsd.edu/mediawiki/index.php/CSE254

2003

• (Freund et al., 2003) ⇒ Yoav Freund, Raj Iyer, Robert E. Schapire, and Yoram Singer. (2003). “An Efficient Boosting Algorithm for Combining Preferences.” In: The Journal of Machine Learning Research, 4.
• (Auer et al., 2003) ⇒ Peter Auer, Nicolò Cesa-Bianchi, Yoav Freund, and Robert E. Schapire. (2003). “The Nonstochastic Multiarmed Bandit Problem.” In: SIAM Journal on Computing, 32(1). doi:10.1137/S0097539701398375

1999

• (Freund & Schapire, 1999) ⇒ Yoav Freund, and Robert E. Schapire. (1999). “A Short Introduction to Boosting.” In: Journal of Japanese Society for Artificial Intelligence, 14(5).
• (Freund & Schapire, 1999) ⇒ Yoav Freund, and Robert E. Schapire. (1999). “Large Margin Classification Using the Perceptron Algorithm.” In: Machine Learning, 37(3). doi:10.1023/A:1007662407062.

1998

• (Freund & Schapire, 1998) ⇒ Yoav Freund, and Robert E. Schapire. (1998). “Large Margin Classification Using the Perceptron Algorithm.” In: Proceedings of the eleventh annual conference on Computational learning theory doi:10.1145/279943.279985
• (Schapire et al., 1998) ⇒ Robert E. Schapire, Yoav Freund, Peter L. Bartlett, and Wee Sun Lee. (1998). “Boosting the Margin: A new explanation for the effectiveness of voting methods.” In: The Annals of Statistics, 26(5). http://www.jstor.org/stable/120016

1997

• (Freund & Schapire, 1997) ⇒ Yoav Freund, and Robert E. Schapire (1997). “A Decision-Theoretic Generalization of On-line Learning and an Application to Boosting.” In: Journal of Computer and System Sciences, 55(1).
• (Freund et al., 1997) ⇒ Yoav Freund, Sebastian H. Seung, Eli Shamir, and Naftali Tishby (1997). “Selective Sampling Using the Query by Committee Algorithm.” In: Machine Learning, 28.

1996

• (Freund & Schapire, 1996) ⇒ Yoav Freund, and Robert E. Schapire. (1996). “Experiments with a New Boosting Algorithm.” In: Proceedings of the Thirteenth International Conference on Machine Learning (ICML 1996).

1995

• (Freund, 1995) ⇒ Yoav Freund. (1995). “Boosting a Weak Learning Algorithm by Majority.” Information and Computation, 121.

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