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Yoav Freund

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Known for
  
Name
  
Yoav Freund


Notable awards
  
Godel Prize

Yoav Freund csewebucsdeduyfreundportraitsmalljpg

Institutions
  
University of California, San Diego

Thesis
  
Data filtering and distribution modeling algorithms for machine learning (1993)

Education
  
University of California, Santa Cruz

Books
  
Boosting, Boosting: Foundations and Algorithms

Doctoral advisor
  
Similar People
  
Robert Schapire, Manfred K Warmuth, David Haussler

Artificial intelligence vs intelligence amplification dr yoav freund


Yoav Freund (Hebrew: יואב פרוינד‎‎) is an Israeli professor of computer science at the University of California San Diego who mainly works on machine learning, probability theory and related fields and applications. He is best known for his work on the AdaBoost algorithm, an ensemble learning algorithm which is used to combine many "weak" learning machines to create a more robust one. He received the Gödel prize in 2003 for his work on AdaBoost with Robert Schapire.

Contents

He is an alumnus of the prestigious Talpiot program of the Israeli army.

The “Tell Me Something New” Model of Computation for Machine Learning


Books

  • Robert Schapire; Yoav Freund (2012). Boosting: Foundations and Algorithms. MIT. ISBN 978-0-262-01718-3. 
  • References

    Yoav Freund Wikipedia


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