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SOFSEM
2007
Springer
14 years 3 months ago
Incremental Learning of Planning Operators in Stochastic Domains
In this work we assume that there is an agent in an unknown environment (domain). This agent has some predefined actions and it can perceive its current state in the environment c...
Javad Safaei, Gholamreza Ghassem-Sani
SAC
2005
ACM
14 years 2 months ago
Stochastic scheduling of active support vector learning algorithms
Active learning is a generic approach to accelerate training of classifiers in order to achieve a higher accuracy with a small number of training examples. In the past, simple ac...
Gaurav Pandey, Himanshu Gupta, Pabitra Mitra
OOPSLA
2007
Springer
14 years 3 months ago
Microphase: an approach to proactively invoking garbage collection for improved performance
To date, the most commonly used criterion for invoking garbage collection (GC) is based on heap usage; that is garbage collection is invoked when the heap or an area inside the he...
Feng Xian, Witawas Srisa-an, Hong Jiang
PCI
2005
Springer
14 years 2 months ago
Initial Experiences Porting a Bioinformatics Application to a Graphics Processor
Bioinformatics applications are one of the most relevant and compute-demanding applications today. While normally these applications are executed on clusters or dedicated parallel ...
Maria Charalambous, Pedro Trancoso, Alexandros Sta...
HPDC
2002
IEEE
14 years 2 months ago
Distributed Computing with Load-Managed Active Storage
One approach to high-performance processing of massive data sets is to incorporate computation into storage systems. Previous work has shown that this active storage model is effe...
Rajiv Wickremesinghe, Jeffrey S. Chase, Jeffrey Sc...