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General Bounds on Statistical Query Learning and PAC Learning with Noise via Hypothesis Boosting
 

Summary: General Bounds on Statistical Query Learning
and PAC Learning with Noise via Hypothesis Boosting
Javed A. Aslam \Lambda
Department of Computer Science
Dartmouth College
Hanover, NH 03755
Scott E. Decatur y
DIMACS Center
Rutgers University
Piscataway, NJ 08855
\Lambda This work was performed while the author was at Harvard University supported by Air Force Contract F49620­
92­J­0466 and at M.I.T. supported by DARPA Contract N00014­87­K­825 and by NSF Grant CCR­89­14428. Email:
jaa@cs.dartmouth.edu
y This work was performed while the author was at Harvard University supported by an NDSEG Fellowship and
by NSF Grant CCR­92­00884. Email: sed@dimacs.rutgers.edu
1

Running Title: General Bounds on SQ Learning
Contact address:
Scott E. Decatur

  

Source: Aslam, Javed - College of Computer Science, Northeastern University

 

Collections: Computer Technologies and Information Sciences