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词条 Robert Schapire
释义

  1. References

  2. Selected works

     Books 

  3. External links

{{Infobox scientist
| name = Robert Elias Schapire
| image =
| image_size =
| caption =
| birth_date =
| birth_place =
| residence =
| nationality =
| field = Computer Science
| work_institution = Microsoft Research
AT&T Labs
Princeton University
| alma_mater = Brown University
Massachusetts Institute of Technology
| doctoral_advisor = Ronald Rivest
| doctoral_students =
| thesis_title = The design and analysis of efficient learning algorithms
| thesis_year = 1991
| known_for = AdaBoost
| prizes = Gödel prize (2003)
Paris Kanellakis Award {{small|(2004)}}
| website = http://rob.schapire.net/
}}

Robert Elias Schapire is an American computer scientist, former David M. Siegel '83 Professor in the computer science department at Princeton University, and has recently moved to Microsoft Research. His primary specialty is theoretical and applied machine learning.

His work led to the development of the boosting ensemble algorithm used in machine learning. Together with Yoav Freund, he invented the AdaBoost algorithm in 1996. They both received the Gödel prize in 2003 for this work.

In 2014, Schapire was elected to the National Academy of Engineering for his contributions to machine learning through the invention and development of boosting algorithms.[1]

In 2016, he was elected to the National Academy of Sciences.

[2]

References

1. ^https://www.princeton.edu/main/news/archive/S39/17/99C25/
2. ^{{citation|url=http://www.nasonline.org/news-and-multimedia/news/may-3-2016-NAS-Election.html |archive-url=https://web.archive.org/web/20160506052951/http://www.nasonline.org/news-and-multimedia/news/may-3-2016-NAS-Election.html|archive-date=6 May 2016|title=National Academy of Sciences Members and Foreign Associates Elected|department=News from the National Academy of Sciences|publisher=National Academy of Sciences|date=2016-05-06|accessdate=2016-05-14}}.

Selected works

Books

  • {{cite book |last1=Robert Schapire |last2=Yoav Freund |date=2012 |title=Boosting: Foundations and Algorithms |url= |location= |publisher=MIT |isbn=978-0-262-01718-3 }}

External links

  • Robert Schapire's home page
{{Gödel winners}}{{Kanellakis Award laureates}}{{Authority control}}{{DEFAULTSORT:Schapire, Robert}}{{Compu-scientist-stub}}{{US-compu-bio-stub}}

6 : Gödel Prize laureates|Princeton University faculty|Living people|Members of the United States National Academy of Engineering|Members of the United States National Academy of Sciences|Year of birth missing (living people)

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