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CORR
2008
Springer
151views Education» more  CORR 2008»
13 years 9 months ago
Exact Matrix Completion via Convex Optimization
We consider a problem of considerable practical interest: the recovery of a data matrix from a sampling of its entries. Suppose that we observe m entries selected uniformly at ran...
Emmanuel J. Candès, Benjamin Recht
NIPS
2004
13 years 10 months ago
Self-Tuning Spectral Clustering
We study a number of open issues in spectral clustering: (i) Selecting the appropriate scale of analysis, (ii) Handling multi-scale data, (iii) Clustering with irregular backgroun...
Lihi Zelnik-Manor, Pietro Perona
ICCS
2005
Springer
14 years 2 months ago
Highly Scalable Algorithms for Robust String Barcoding
: String barcoding is a recently introduced technique for genomic based identification of microorganisms. In this paper we describe the engineering of highly scalable algorithms fo...
Bhaskar DasGupta, Kishori M. Konwar, Ion I. Mandoi...
COLT
1992
Springer
14 years 28 days ago
Learning Switching Concepts
We consider learning in situations where the function used to classify examples may switch back and forth between a small number of different concepts during the course of learnin...
Avrim Blum, Prasad Chalasani
ESORICS
2003
Springer
14 years 2 months ago
Rapid Mixing and Security of Chaum's Visual Electronic Voting
Recently, David Chaum proposed an electronic voting scheme that combines visual cryptography and digital processing. It was designed to meet not only mathematical security standard...
Marcin Gomulkiewicz, Marek Klonowski, Miroslaw Kut...