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ICML
2009
IEEE
14 years 11 months ago
Learning kernels from indefinite similarities
Similarity measures in many real applications generate indefinite similarity matrices. In this paper, we consider the problem of classification based on such indefinite similariti...
Yihua Chen, Maya R. Gupta, Benjamin Recht
DIS
2007
Springer
14 years 5 months ago
A Hilbert Space Embedding for Distributions
We describe a technique for comparing distributions without the need for density estimation as an intermediate step. Our approach relies on mapping the distributions into a reprodu...
Alexander J. Smola, Arthur Gretton, Le Song, Bernh...
COLT
2008
Springer
14 years 19 days ago
Injective Hilbert Space Embeddings of Probability Measures
A Hilbert space embedding for probability measures has recently been proposed, with applications including dimensionality reduction, homogeneity testing and independence testing. ...
Bharath K. Sriperumbudur, Arthur Gretton, Kenji Fu...
SIGCOMM
1998
ACM
14 years 3 months ago
An Active Service Framework and Its Application to Real-Time Multimedia Transcoding
Several recent proposals for an “active networks” architecture advocate the placement of user-defined computation within the network as a key mechanism to enable a wide range...
Elan Amir, Steven McCanne, Randy H. Katz
TITB
2002
76views more  TITB 2002»
13 years 10 months ago
Technology improvements for image-guided and minimally invasive spine procedures
This paper reports on technology developments aimed at improving the state of the art for image-guided minimally invasive spine procedures. Back pain is a major health problem with...
Kevin Cleary, Mark Clifford, Dan Stoianovici, Matt...