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» Distributed linear discriminant analysis
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93
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RECOMB
2008
Springer
16 years 1 months ago
Ancestral Reconstruction by Asymmetric Wagner Parsimony over Continuous Characters and Squared Parsimony over Distributions
Abstract. Contemporary inferences about evolution occasionally involve analyzing infinitely large feature spaces, requiring specific algorithmic techniques. We consider parsimony a...
Miklós Csürös
104
Voted
NAACL
1994
15 years 2 months ago
High-Accuracy Large-Vocabulary Speech Recognition Using Mixture Tying and Consistency Modeling
Improved acoustic modeling can significantly decrease the error rate in large-vocabulary speech recognition. Our approach to the problem is twofold. We first propose a scheme that...
Vassilios Digalakis, Hy Murveit
73
Voted
GLOBECOM
2007
IEEE
15 years 7 months ago
The Design and Analysis of Protocol Sequences for Robust Wireless Accessing
Abstract—In this paper, a family of linear congruence sequences with interesting cross-correlation properties is investigated for potential applications in defining new multiple...
Chung Shue Chen, Wing Shing Wong, Yeqiong Song
PAAPP
2002
150views more  PAAPP 2002»
15 years 13 days ago
Scalability analysis of parallel GMRES implementations
Applications involving large sparse nonsymmetric linear systems encourage parallel implementations of robust iterative solution methods, such as GMRES(k). Two parallel versions of...
Masha Sosonkina, Donald C. S. Allison, Layne T. Wa...
NIPS
2004
15 years 2 months ago
Neighbourhood Components Analysis
In this paper we propose a novel method for learning a Mahalanobis distance measure to be used in the KNN classification algorithm. The algorithm directly maximizes a stochastic v...
Jacob Goldberger, Sam T. Roweis, Geoffrey E. Hinto...