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ICAPR
2001
Springer
15 years 11 months ago
Image Retrieval Using a Hierarchy of Clusters
The goal of this paper is to describe an efficient procedure for color-based image retrieval. The proposed procedure consists of two stages. First, the image data set is hierarchi...
Daniela Stan, Ishwar K. Sethi
ICDAR
1999
IEEE
15 years 11 months ago
Information Theoretic Analysis of Postal Address Fields for Automatic Address Interpretation
This paper concerns a study of information content in postal address fields for automatic address interpretation. Information provided by a combination of address components and i...
Sargur N. Srihari, Wen-jann Yang, Venu Govindaraju
191
Voted
CVPR
2009
IEEE
15 years 10 months ago
Nonnegative Matrix Factorization with Earth Mover's Distance metric
Nonnegative Matrix Factorization (NMF) approximates a given data matrix as a product of two low rank nonnegative matrices, usually by minimizing the L2 or the KL distance between ...
Roman Sandler, Michael Lindenbaum
GECCO
2006
Springer
146views Optimization» more  GECCO 2006»
15 years 10 months ago
The dispersion metric and the CMA evolution strategy
An algorithm independent metric is introduced that measures the dispersion of a uniform random sample drawn from the top ranked percentiles of the search space. A low dispersion f...
Monte Lunacek, Darrell Whitley
NIPS
2008
15 years 8 months ago
Tighter Bounds for Structured Estimation
Large-margin structured estimation methods minimize a convex upper bound of loss functions. While they allow for efficient optimization algorithms, these convex formulations are n...
Olivier Chapelle, Chuong B. Do, Quoc V. Le, Alexan...