Brown University Massachusetts Institute of Technology
Known for
AdaBoost
Awards
Gödel prize (2003) Paris Kanellakis Award (2004)
Scientific career
Fields
Computer Science
Institutions
Microsoft Research AT&T Labs Princeton University
Thesis
The design and analysis of efficient learning algorithms (1991)
Doctoral advisor
Ronald Rivest
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. His PhD dissertation, The design and analysis of efficient learning algorithms, won him the ACM Doctoral Dissertation Award in 1991.[1] Together with Yoav Freund, he invented the AdaBoost algorithm in 1996. They both received the Gödel prize in 2003 for this work.
Schapire was elected an AAAI Fellow in 2009.[2] In 2014, he was elected a member of the National Academy of Engineering for his contributions to machine learning through the invention and development of boosting algorithms.[3] In 2016, he was elected to the National Academy of Sciences.[4]
^"Robert Schapire". Awards Home. Association for Computing Machinery. Retrieved 2021-01-23.
^"FACULTY HONOR: Rexford and Schapire elected to National Academy of Engineering". Princeton University. Retrieved 2020-06-29.
^National Academy of Sciences Members and Foreign Associates Elected, News from the National Academy of Sciences, National Academy of Sciences, 2016-05-06, archived from the original on 6 May 2016, retrieved 2016-05-14.
Robert Elias Schapire is an American computer scientist, former David M. Siegel '83 Professor in the computer science department at Princeton University...
statistical classification meta-algorithm formulated by Yoav Freund and RobertSchapire in 1995, who won the 2003 Gödel Prize for their work. It can be used...
Benny Chor, Sally Goldman, Burt Kaliski, Anna Lysyanskaya, Ron Pinter, RobertSchapire, Alan Sherman, and Mona Singh. Rivest is especially known for his research...
Press, Wikidata Q62568358, ch. 4. Haussler, David; Kearns, Michael; Schapire, Robert E. (1994). "Bounds on the sample complexity of Bayesian learning using...
Orthodox rabbi Rick Shapiro, comedian and actor Robert Shapiro (disambiguation), several people RobertSchapire, computer scientist who co-invented AdaBoost...
proposed from Michael Kearns, Yishay Mansour, Dana Ron, Ronitt Rubinfeld, RobertSchapire and Linda Sellie in 1994 and it was inspired from the PAC-framework...
first practical boosting algorithm, was introduced by Yoav Freund and RobertSchapire 1995 – soft-margin support vector machine algorithm was published by...
Home. Association for Computing Machinery. Retrieved 2021-01-23. "RobertSchapire". Awards Home. Association for Computing Machinery. Retrieved 2021-01-23...
Boosting, Margins, and Dynamics – was supervised by Ingrid Daubechies and RobertSchapire. Following positions as a postdoctoral researcher at New York University...
Volker Strassen, Yoav Freund and RobertSchapire, Gerard Holzmann, Robert Kurshan, Moshe Vardi, and Pierre Wolper, Robert Brayton, Bruno Buchberger, Corinna...
Later, Freund and Schapire generalized it in the form of hedge algorithm. AdaBoost Algorithm formulated by Yoav Freund and RobertSchapire also employed the...
Solovay–Strassen test and the Miller–Rabin test". 2004 Yoav Freund and RobertSchapire For their "seminal work and distinguished contributions [...] to the...
Universität Darmstadt RobertSchapire (Sc.B. 1986) – former David M. Siegel '83 Professor in Computer Science, Princeton University Robert Sedgewick (Sc.B....
Michael Kearns, based on earlier work by Goldman, Ron Rivest, and RobertSchapire. The teaching dimension of a finite concept class can be used to give...
of the kernel perceptron. The voted perceptron algorithm of Freund and Schapire also extends to the kernelized case, giving generalization bounds comparable...
been implemented in Weka's DecisionStump classifier. Reyzin, Lev; Schapire, Robert E. (2006). "How Boosting the Margin Can Also Boost Classifier Complexity"...
Conceptions in Antiquity of Trade, Commerce and Agriculture). He married Anna Schapire in 1907, who died in 1911 while bearing their son, Paul, and then married...
Perceptron algorithm in the general non-separable case first by Freund and Schapire (1998), and more recently by Mohri and Rostamizadeh (2013) who extend previous...
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