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ICML
1997
IEEE
14 years 8 months ago
Characterizing the generalization performance of model selection strategies
Abstract: We investigate the structure of model selection problems via the bias/variance decomposition. In particular, we characterize the essential structure of a model selection ...
Dale Schuurmans, Lyle H. Ungar, Dean P. Foster
CLUSTER
2006
IEEE
13 years 11 months ago
A Performance Instrumentation Framework to Characterize Computation-Communication Overlap in Message-Passing Systems
Effective overlap of computation and communication is a well understood technique for latency hiding and can yield significant performance gains for applications on high-end compu...
Aniruddha G. Shet, P. Sadayappan, David E. Bernhol...
IISWC
2008
IEEE
14 years 2 months ago
Characterizing and improving the performance of Intel Threading Building Blocks
Abstract— The Intel Threading Building Blocks (TBB) runtime library [1] is a popular C++ parallelization environment [2][3] that offers a set of methods and templates for creatin...
Gilberto Contreras, Margaret Martonosi
IISWC
2006
IEEE
14 years 1 months ago
Performance Characterization of SPEC CPU2006 Integer Benchmarks on x86-64 Architecture
— As x86-64 processors become the CPU of choice for the personal computer market, it becomes increasingly important to understand the performance we can expect by migrating appli...
Dong Ye, Joydeep Ray, Christophe Harle, David R. K...
EWSN
2008
Springer
14 years 7 months ago
Characterizing Mote Performance: A Vector-Based Methodology
Sensors networks instrument the physical space using motes that run network embedded programs thus acquiring, processing, storing and transmitting sensor data. The motes commercial...
Martin Leopold, Marcus Chang, Philippe Bonnet