Searching for "Statistical Query Learning." – sorted by Relevance.

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30 documents found, showing 1 through 10. Next 10 →

New Lower Bounds for Statistical Query Learning
by Ke Yang April, Ke Yang — 2002 — In COLT 2002, LNAI 2375
…New Lower Bounds for Statistical Query Learning Ke Yang April 12, 2003 Abstract We prove two…
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Weakly Learning DNF and Characterizing Statistical Query Learning Using Fourier Analysis
by Avrim Blum, Merrick Furst, Jeffrey Jackson, Michael Kearns, Yishay Mansour, Tel-aviv U, Steven Rudich, Carnegie Mellon U, Carnegie Mellon U, Carnegie Mellon U, Carnegie Mellon U — 1994 — In Proceedings of the Twenty-Sixth Annual Symposium on Theory of Computing
…Weakly Learning DNF and Characterizing Statistical Query Learning Using Fourier Analysis (draft…
Cited by 90 (22 self) – Add To MetaCart

General Bounds on Statistical Query Learning and PAC Learning with Noise via Hypothesis Boosting
by Javed A. Aslam, Scott E. Decaturt — 1993 — in Proceedings of the 34th Annual Symposium on Foundations of Computer Science
…General Bounds on Statistical Query Learning and PAC Learning with Noise via Hypothesis Boosting…
Cited by 39 (5 self) – Add To MetaCart

Improved Noise-Tolerant Learning and Generalized Statistical Queries
by Javed A. Aslam, Scott E. Decatur — 1994
…Improved Noise-Tolerant Learning and Generalized Statistical Queries Javed A. Aslam Scott E…
Cited by 8 (4 self) – Add To MetaCart

Learning in Hybrid Noise Environments Using Statistical Queries
by Scott E. Decatur — 1995 — Learning from Data: Artificial Intelligence and Statistics V
…25 Learning in Hybrid Noise Environments Using Statistical Queries Scott E. Decatur Aiken…
Cited by 8 (3 self) – Add To MetaCart

PAC Learning from Positive Statistical Queries
by François Denis, Bat M, Universit'e De Lille I — 1998 — Proc. 9th International Conference on Algorithmic Learning Theory - ALT ’98
…PAC Learning from Positive Statistical Queries ? Francois Denis Bat. M3, LIFL, Universit'e de…
Cited by 23 (3 self) – Add To MetaCart

Self bounding learning algorithms
by Yoav Freund — 1998 — In Proceedings of the Eleventh Annual Conference on Computational Learning Theory
… of this hypothesis. We first explore the idea in the statistical query learning framework of Kearns [10]. After…
Cited by 17 (0 self) – Add To MetaCart

MadaBoost: A Modification of AdaBoost
by Carlos Domingo, Osamu Watanabe — 2000
… in detail. Finally, we show that our new boosting algorithm can be casted in the statistical query learning…
Cited by 6 (3 self) – Add To MetaCart

Specification and Simulation of Statistical Query Algorithms for Efficiency and Noise Tolerance
by Javed A. Aslam, Scott E. Decatur — 1995 — Journal of Computer and System Sciences
… innovation in computational learning theory is the statistical query (SQ) model. The advantage of specifying…
Cited by 25 (2 self) – Add To MetaCart

Practical privacy: The SuLQ framework
by Avrim Blum, Cynthia Dwork, Frank Mcsherry, Kobbi Nissim — 2005 — In PODS
…, and (apparently!) all algorithms in the statistical queries learning model. 1 Introduction We consider the problem…
Cited by 46 (11 self) – Add To MetaCart

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