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COLT
2000
Springer
13 years 8 months ago
PAC Analogues of Perceptron and Winnow via Boosting the Margin
We describe a novel family of PAC model algorithms for learning linear threshold functions. The new algorithms work by boosting a simple weak learner and exhibit complexity bounds...
Rocco A. Servedio
ICDE
2000
IEEE
168views Database» more  ICDE 2000»
14 years 5 months ago
PAC Nearest Neighbor Queries: Approximate and Controlled Search in High-Dimensional and Metric Spaces
In high-dimensional and complex metric spaces, determining the nearest neighbor (NN) of a query object ? can be a very expensive task, because of the poor partitioning operated by...
Paolo Ciaccia, Marco Patella
PACS
2000
Springer
110views Hardware» more  PACS 2000»
13 years 8 months ago
Compiler-Directed Dynamic Frequency and Voltage Scheduling
Dynamic voltage and frequency scaling has been identified as one of the most effective ways to reduce power dissipation. This paper discusses a compilation strategy that identifies...
Chung-Hsing Hsu, Ulrich Kremer, Michael S. Hsiao
PACS
2000
Springer
83views Hardware» more  PACS 2000»
13 years 8 months ago
A Comparison of Two Architectural Power Models
Reducing power, on both a per cycle basis and as the total energy used over the lifetime of an application, has become more important as small and embedded devices become increasi...
Soraya Ghiasi, Dirk Grunwald
PACS
2000
Springer
99views Hardware» more  PACS 2000»
13 years 8 months ago
Dynamically Reconfiguring Processor Resources to Reduce Power Consumption in High-Performance Processors
Power dissipation is a major concern not only for portable systems, but also for high-performance systems. In the past, energy consumption and processor heating was reduced mainly...
Roberto Maro, Yu Bai, R. Iris Bahar