886 search results - page 74 / 178 » Distributed linear discriminant analysis |
96
Voted
NIPS
2008
15 years 2 months ago
2008
We provide a new analysis of an efficient margin-based algorithm for selective sampling in classification problems. Using the so-called Tsybakov low noise condition to parametrize...
118
Voted
EUROPAR
2005
Springer
15 years 6 months ago
2005
Springer
Abstract. Understanding and controlling program behavior is a challenging objective for the design of advanced compilers and critical system development. In this paper, we propose ...
85
Voted
PR
2008
15 years 21 days ago
2008
A maximum-entropy approach to generative similarity-based classifiers model is proposed. First, a descriptive set of similarity statistics is assumed to be sufficient for classifi...
156
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ICASSP
2011
IEEE
14 years 4 months ago
2011
IEEE
This paper investigates a Bayesian model and a Markov chain Monte Carlo (MCMC) algorithm for gene factor analysis. Each sample in the dataset is decomposed as a linear combination...
160
Voted
FOGA
2011
14 years 4 months ago
2011
The distribution of fitness values across a set of states sharply influences the dynamics of evolutionary processes and heuristic search in combinatorial optimization. In this p...