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» Using Classification as a Programming Language
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116
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ICML
2008
IEEE
16 years 3 months ago
Metric embedding for kernel classification rules
In this paper, we consider a smoothing kernelbased classification rule and propose an algorithm for optimizing the performance of the rule by learning the bandwidth of the smoothi...
Bharath K. Sriperumbudur, Omer A. Lang, Gert R. G....
ICML
2008
IEEE
16 years 3 months ago
Random classification noise defeats all convex potential boosters
A broad class of boosting algorithms can be interpreted as performing coordinate-wise gradient descent to minimize some potential function of the margins of a data set. This class...
Philip M. Long, Rocco A. Servedio
104
Voted
CHI
2009
ACM
15 years 9 months ago
Mediating programming through chat for the OLPC
We built a text-based programming environment that enables youth to design and implement a chat client for the One Laptop per Child XO. The environment allows users to program and...
Jill P. Dimond, Sarita Yardi, Mark Guzdial
143
Voted
KRDB
2003
111views Database» more  KRDB 2003»
15 years 4 months ago
A Framework for Answering Queries using Multiple Representation and Inference Techniques
The Polylog framework is designed to provide a language for efficiently automating complex queries of information represented in multiple formats. A Polylog program contains a set...
Nicholas L. Cassimatis
142
Voted
CHI
2007
ACM
15 years 6 months ago
Making mashups with marmite: towards end-user programming for the web
There is a tremendous amount of web content available today, but it is not always in a form that supports end-users' needs. In many cases, all of the data and services needed...
Jeffrey Wong, Jason I. Hong