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Fat-Shattering and the Learnability of Real-Valued Functions
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COLT
1994
Springer
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Machine Learning
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COLT 1994
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Fat-Shattering and the Learnability of Real-Valued Functions
13 years 9 months ago
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users.cecs.anu.edu.au
Peter L. Bartlett, Philip M. Long, Robert C. Willi...
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APPROX
2010
Springer
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Algorithms
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APPROX 2010
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Differential Privacy and the Fat-Shattering Dimension of Linear Queries
13 years 7 months ago
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In this paper, we consider the task of answering linear queries under the constraint of differential privacy. This is a general and well-studied class of queries that captures oth...
Aaron Roth
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