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JMLR
2012
11 years 10 months ago
Metric and Kernel Learning Using a Linear Transformation
Metric and kernel learning arise in several machine learning applications. However, most existing metric learning algorithms are limited to learning metrics over low-dimensional d...
Prateek Jain, Brian Kulis, Jason V. Davis, Inderji...
BMCBI
2008
160views more  BMCBI 2008»
13 years 7 months ago
Feature selection environment for genomic applications
Background: Feature selection is a pattern recognition approach to choose important variables according to some criteria in order to distinguish or explain certain phenomena (i.e....
Fabrício Martins Lopes, David Correa Martin...
RV
2010
Springer
110views Hardware» more  RV 2010»
13 years 6 months ago
Interval Analysis for Concurrent Trace Programs Using Transaction Sequence Graphs
Abstract. Concurrent trace programs (CTPs) are slices of the concurrent programs that generate the concrete program execution traces, where inter-thread event order specific to th...
Malay K. Ganai, Chao Wang
CORR
2010
Springer
209views Education» more  CORR 2010»
13 years 4 months ago
Generalized Tree-Based Wavelet Transform
In this paper we propose a new wavelet transform applicable to functions defined on graphs, high dimensional data and networks. The proposed method generalizes the Haar-like transf...
Idan Ram, Michael Elad, Israel Cohen
CORR
2004
Springer
104views Education» more  CORR 2004»
13 years 7 months ago
Ramanujan Graphs and the Random Reducibility of Discrete Log on Isogenous Elliptic Curves
Cryptographic applications using an elliptic curve over a finite field filter curves for suitability using their order as the primary criterion: e.g. checking that their order has...
David Jao, Stephen D. Miller, Ramarathnam Venkates...