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COLT
1994
Springer
15 years 11 months ago
Lower Bounds on the VC-Dimension of Smoothly Parametrized Function Classes
We examine the relationship between the VCdimension and the number of parameters of a smoothly parametrized function class. We show that the VC-dimension of such a function class ...
Wee Sun Lee, Peter L. Bartlett, Robert C. Williams...
COLT
1992
Springer
15 years 11 months ago
Toward Efficient Agnostic Learning
In this paper we initiatean investigationof generalizationsof the ProbablyApproximatelyCorrect (PAC) learningmodelthat attemptto significantlyweakenthe target functionassumptions.T...
Michael J. Kearns, Robert E. Schapire, Linda Selli...
ICCS
2007
Springer
15 years 10 months ago
Estimating the Change of Web Pages
This paper presents the estimation methods computing the probabilities of how many times web pages are downloaded and modified, respectively, in the future crawls. The methods can ...
Sung Jin Kim, Sang Ho Lee
ICCAD
1995
IEEE
167views Hardware» more  ICCAD 1995»
15 years 10 months ago
A novel methodology for statistical parameter extraction
IC manufacturing process variations are typically expressed in terms of joint probability density functions (jpdf’s) or as worst case combinations/corners of the device model pa...
Kannan Krishna, Stephen W. Director
CVPR
2010
IEEE
15 years 10 months ago
Integrated Pedestrian Classification and Orientation Estimation
This paper presents a novel approach to single-frame pedestrian classification and orientation estimation. Unlike previous work which addressed classification and orientation sepa...
Markus Enzweiler, Dariu Gavrila