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» A Boosting Algorithm for Regression
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CIKM
2000
Springer
15 years 3 months ago
Boosting for Document Routing
RankBoost is a recently proposed algorithm for learning ranking functions. It is simple to implement and has strong justifications from computational learning theory. We describe...
Raj D. Iyer, David D. Lewis, Robert E. Schapire, Y...
PKDD
2009
Springer
184views Data Mining» more  PKDD 2009»
15 years 3 months ago
Boosting Active Learning to Optimality: A Tractable Monte-Carlo, Billiard-Based Algorithm
Abstract. This paper focuses on Active Learning with a limited number of queries; in application domains such as Numerical Engineering, the size of the training set might be limite...
Philippe Rolet, Michèle Sebag, Olivier Teyt...
STOC
2004
ACM
118views Algorithms» more  STOC 2004»
15 years 11 months ago
Boosted sampling: approximation algorithms for stochastic optimization
Several combinatorial optimization problems choose elements to minimize the total cost of constructing a feasible solution that satisfies requirements of clients. In the STEINER T...
Anupam Gupta, Martin Pál, R. Ravi, Amitabh ...
ICML
1996
IEEE
16 years 2 days ago
Experiments with a New Boosting Algorithm
Yoav Freund, Robert E. Schapire
KDD
2002
ACM
109views Data Mining» more  KDD 2002»
15 years 11 months ago
MARK: a boosting algorithm for heterogeneous kernel models
Kristin P. Bennett, Michinari Momma, Mark J. Embre...