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ICML
2004
IEEE
16 years 7 months ago
Kernel conditional random fields: representation and clique selection
Kernel conditional random fields (KCRFs) are introduced as a framework for discriminative modeling of graph-structured data. A representer theorem for conditional graphical models...
John D. Lafferty, Xiaojin Zhu, Yan Liu
SAT
2009
Springer
111views Hardware» more  SAT 2009»
16 years 1 months ago
Restart Strategy Selection Using Machine Learning Techniques
Abstract. Restart strategies are an important factor in the performance of conflict-driven Davis Putnam style SAT solvers. Selecting a good restart strategy for a problem instance...
Shai Haim, Toby Walsh
ANSS
2006
IEEE
16 years 21 days ago
A Simulation and Decision Framework for Selection of Numerical Solvers in
Selecting the right numerical solver or the most appropriate numerical package for a particular simulation problem it is increasingly difficult for users without an extensive math...
Peter Bunus
PARA
2004
Springer
15 years 12 months ago
A Grid Resource Broker Supporting Advance Reservations and Benchmark-Based Resource Selection
Abstract. This contribution presents algorithms, methods, and software for a Grid resource manager, responsible for resource brokering and scheduling in early production Grids. The...
Erik Elmroth, Johan Tordsson
CODES
2006
IEEE
15 years 10 months ago
Automatic selection of application-specific instruction-set extensions
In this paper, we present a general and an efficient algorithm for automatic selection of new application-specific instructions under hardware resources constraints. The instructi...
Carlo Galuzzi, Elena Moscu Panainte, Yana Yankova,...