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» A Kernel Approach to Comparing Distributions
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114
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VLDB
1997
ACM
112views Database» more  VLDB 1997»
15 years 8 months ago
Selectivity Estimation Without the Attribute Value Independence Assumption
The result size of a query that involves multiple attributes from the same relation depends on these attributes’ joint data distribution,i.e., the frequencies of all combination...
Viswanath Poosala, Yannis E. Ioannidis
146
Voted
CIVR
2006
Springer
143views Image Analysis» more  CIVR 2006»
15 years 8 months ago
Asymmetric Learning and Dissimilarity Spaces for Content-Based Retrieval
Abstract. This paper presents novel dissimilarity space specially designed for interactive multimedia retrieval. By providing queries made of positive and negative examples, the go...
Eric Bruno, Nicolas Moënne-Loccoz, Sté...
FTDCS
2004
IEEE
15 years 7 months ago
Exploiting Semantic Proximity in Peer-to-Peer Content Searching
A lot of recent work has dealt with improving performance of content searching in peer-to-peer file sharing systems. In this paper we attack this problem by modifying the overlay ...
Spyros Voulgaris, Anne-Marie Kermarrec, Laurent Ma...
119
Voted
ASAP
2007
IEEE
104views Hardware» more  ASAP 2007»
15 years 6 months ago
Hardware Acceleration for 3-D Radiation Dose Calculation
Abstract— The problem of calculating accurate dose distributions lies in the heart of modern radiation therapy for cancer treatment. Software implementations of dose calculation ...
Bo Zhou, Xiaobo Sharon Hu, Danny Z. Chen, Cedric X...
NIPS
2008
15 years 5 months ago
Sparse probabilistic projections
We present a generative model for performing sparse probabilistic projections, which includes sparse principal component analysis and sparse canonical correlation analysis as spec...
Cédric Archambeau, Francis Bach