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IJCAI
1989
15 years 7 months ago
Parallel Iterative A* Search: An Admissible Distributed Heuristic Search Algorithm
In this paper, a distributed heuristic search algorithm is presented. We show that the algorithm is admissible and give an informal analysis of its load balancing, scalability, an...
Shie-rei Huang, Larry S. Davis
CORR
2010
Springer
146views Education» more  CORR 2010»
15 years 4 months ago
Multi-Criteria Evaluation of Partitioning Schemes for Real-Time Systems
In this paper we study the partitioning approach for multiprocessor real-time scheduling. This approach seems to be the easiest since, once the partitioning of the task set has be...
Irina Lupu, Pierre Courbin, Laurent George, Jo&eum...
ICML
2005
IEEE
16 years 7 months ago
Generalized LARS as an effective feature selection tool for text classification with SVMs
In this paper we generalize the LARS feature selection method to the linear SVM model, derive an efficient algorithm for it, and empirically demonstrate its usefulness as a featur...
S. Sathiya Keerthi
JMLR
2010
118views more  JMLR 2010»
15 years 1 months ago
On Over-fitting in Model Selection and Subsequent Selection Bias in Performance Evaluation
Model selection strategies for machine learning algorithms typically involve the numerical optimisation of an appropriate model selection criterion, often based on an estimator of...
Gavin C. Cawley, Nicola L. C. Talbot
IPPS
2003
IEEE
15 years 12 months ago
The Case for Fair Multiprocessor Scheduling
Partitioning and global scheduling are two approaches for scheduling real-time tasks on multiprocessors. Though partitioning is sub-optimal, it has traditionally been preferred; t...
Anand Srinivasan, Philip Holman, James H. Anderson...