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ICML
2007
IEEE
16 years 7 months ago
A transductive framework of distance metric learning by spectral dimensionality reduction
Distance metric learning and nonlinear dimensionality reduction are two interesting and active topics in recent years. However, the connection between them is not thoroughly studi...
Fuxin Li, Jian Yang, Jue Wang
ICML
2005
IEEE
16 years 7 months ago
Relating reinforcement learning performance to classification performance
We prove a quantitative connection between the expected sum of rewards of a policy and binary classification performance on created subproblems. This connection holds without any ...
John Langford, Bianca Zadrozny
WWW
2008
ACM
16 years 7 months ago
Low-load server crawler: design and evaluation
This paper proposes a method of crawling Web servers connected to the Internet without imposing a high processing load. We are using the crawler for a field survey of the digital ...
Katsuko T. Nakahira, Tetsuya Hoshino, Yoshiki Mika...
CHI
2009
ACM
16 years 7 months ago
A material focus: exploring properties of computational composites
In this paper we build on the notion of computational composites, which hold a material perspective on computational technology. We argue that a focus on the material aspects of t...
Anna Vallgårda, Tomas Sokoler
CHI
2002
ACM
16 years 7 months ago
MetaMuse: a novel control metaphor for granular synthesis
Traditional musical instruments have a direct connection between the way they are played or controlled and the properties of the sound produced. This connectedness has, in general...
Ashley Gadd, Sidney Fels