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» Resampling-based software for estimating optimal sample size
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FUIN
2006
95views more  FUIN 2006»
13 years 7 months ago
Bounds for Validation
In this paper we derive the bounds for Validation (known also as Hold-Out Estimate and Train-and-Test Method). We present the best possible bound in the case of 0-1 valued loss fun...
Wojciech Jaworski
CGO
2010
IEEE
14 years 18 days ago
Taming hardware event samples for FDO compilation
Feedback-directed optimization (FDO) is effective in improving application runtime performance, but has not been widely adopted due to the tedious dual-compilation model, the difď...
Dehao Chen, Neil Vachharajani, Robert Hundt, Shih-...
ISCAS
2002
IEEE
108views Hardware» more  ISCAS 2002»
14 years 12 days ago
Optimal adaptive bandwidth monitoring for QoS based retrieval
—Network aware multimedia delivery applications are a class of applications that provide certain level of quality of service (QoS) guarantees to end users while not assuming unde...
Yinzhe Yu, Anup Basu, Irene Cheng
EUROGP
2008
Springer
105views Optimization» more  EUROGP 2008»
13 years 9 months ago
A Linear Estimation-of-Distribution GP System
We present N-gram GP, an estimation of distribution algorithm for the evolution of linear computer programs. The algorithm learns and samples the joint probability distribution of...
Riccardo Poli, Nicholas Freitag McPhee
SSD
2005
Springer
122views Database» more  SSD 2005»
14 years 29 days ago
Selectivity Estimation of High Dimensional Window Queries via Clustering
Abstract. Query optimization is an important functionality of modern database systems and often based on estimating the selectivity of queries before actually executing them. Well-...
Christian Böhm, Hans-Peter Kriegel, Peer Kr&o...