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» The Optimality of Naive Bayes
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PRIB
2010
Springer
123views Bioinformatics» more  PRIB 2010»
13 years 6 months ago
Machine Learning Study of DNA Binding by Transcription Factors from the LacI Family
We studied 1372 LacI-family transcription factors and their 4484 DNA binding sites using machine learning algorithms and feature selection techniques. The Naive Bayes classifier a...
Gennady G. Fedonin, Mikhail S. Gelfand
IPPS
1997
IEEE
13 years 12 months ago
Optimization Schemas for Parallel Implementation of Nondeterministic Languages and Systems
Naive parallel implementation of nondeterministic systems (such as a theorem proving system) and languages (such as a logic, constraint, or a concurrent constraint language)can re...
Gopal Gupta, Enrico Pontelli
ICML
2005
IEEE
14 years 8 months ago
Hierarchic Bayesian models for kernel learning
The integration of diverse forms of informative data by learning an optimal combination of base kernels in classification or regression problems can provide enhanced performance w...
Mark Girolami, Simon Rogers
NIPS
2003
13 years 9 months ago
Laplace Propagation
We present a novel method for approximate inference in Bayesian models and regularized risk functionals. It is based on the propagation of mean and variance derived from the Lapla...
Alexander J. Smola, Vishy Vishwanathan, Eleazar Es...
ICS
2005
Tsinghua U.
14 years 1 months ago
Cache oblivious stencil computations
We present a cache oblivious algorithm for stencil computations, which arise for example in finite-difference methods. Our algorithm applies to arbitrary stencils in n-dimension...
Matteo Frigo, Volker Strumpen