Standout Papers

A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting... 1995 2026 2005 2015 9.6k
  1. A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)
    Yoav Freund, Robert E. Schapire Journal of Computer and System Sciences
  2. Experiments with a new boosting algorithm (1996)
    Yoav Freund, Robert E. Schapire International Conference on Machine Learning
  3. Boosting the margin: a new explanation for the effectiveness of voting methods (1998)
    Peter L. Bartlett, Yoav Freund et al. The Annals of Statistics
  4. Boosting a Weak Learning Algorithm by Majority (1995)
    Yoav Freund Information and Computation
  5. The Nonstochastic Multiarmed Bandit Problem (2002)
    Peter Auer, Nicolò Cesa‐Bianchi et al. SIAM Journal on Computing
  6. Selective Sampling Using the Query by Committee Algorithm (1997)
    Yoav Freund, H. Sebastian Seung et al. Machine Learning

Immediate Impact

49 by Nobel laureates 19 from Science/Nature 139 standout
Sub-graph 1 of 19

Citing Papers

Accurate proteome-wide missense variant effect prediction with AlphaMissense
2023 StandoutScienceNobel
Protein interaction networks revealed by proteome coevolution
2019 StandoutScienceNobel
3 intermediate papers

Works of Yoav Freund being referenced

Identifying metabolic enzymes with multiple types of association evidence
2006
PROFILE-BASED STRING KERNELS FOR REMOTE HOMOLOGY DETECTION AND MOTIF EXTRACTION
2005
and 1 more

Author Peers

Author Last Decade Papers Cites
Yoav Freund 9552 1952 1904 4584 55 20.0k
Alex Smola 9645 1372 1396 4970 89 25.0k
N. M. Laird 9434 1633 2547 3656 31 30.7k
Robert E. Schapire 13613 2428 3103 6331 112 40.2k
Ronald J. Williams 9318 1052 1214 3094 41 22.3k
Peter E. Hart 9974 781 1809 8593 69 27.3k
Ron Kohavi 6526 764 1836 2520 36 15.7k
Alexander J. Smola 7780 589 1819 6058 57 17.8k
Teuvo Kohonen 12933 752 2686 6109 76 29.4k
Richard A. Olshen 8560 1359 3420 2301 101 34.6k
Stuart Russell 8226 1235 571 2676 133 15.8k

All Works

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2026