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» Structured Sparsity in Structured Prediction
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ICCS
2005
Springer
15 years 10 months ago
Bulk Synchronous Parallel ML: Modular Implementation and Performance Prediction
Abstract. BSML is a library for parallel programming with the functional language Objective Caml. It is based on an extension of the λcalculus by parallel operations on a parallel...
Frédéric Loulergue, Fréd&eacu...
DAGM
2004
Springer
15 years 10 months ago
Predictive Discretization During Model Selection
We present an approach to discretizing multivariate continuous data while learning the structure of a graphical model. We derive the joint scoring function from the principle of p...
Harald Steck, Tommi Jaakkola
FASE
2004
Springer
15 years 10 months ago
Predictable Dynamic Plugin Systems
Abstract. To be able to build systems by composing a variety of components dynamically, adding and removing as required, is desirable. Unfortunately systems with evolving architect...
Robert Chatley, Susan Eisenbach, Jeff Kramer, Jeff...
115
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EUROMICRO
2004
IEEE
15 years 8 months ago
Analysis and Prediction of Performance for Evolving Architectures
This paper describes a method for the "Analysis and Prediction of Performance for Evolving Architectures" (APPEAR). The method aims at performance estimation of adapted ...
Evgeni M. Eskenazi, Alexandre V. Fioukov, Dieter K...
BMCBI
2008
75views more  BMCBI 2008»
15 years 4 months ago
A three-state prediction of single point mutations on protein stability changes
Background: A basic question of protein structural studies is to which extent mutations affect the stability. This question may be addressed starting from sequence and/or from str...
Emidio Capriotti, Piero Fariselli, Ivan Rossi, Rit...