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» A New Statistical Optimization Algorithm for Gate Sizing
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JMLR
2012
13 years 5 months ago
Random Search for Hyper-Parameter Optimization
Grid search and manual search are the most widely used strategies for hyper-parameter optimization. This paper shows empirically and theoretically that randomly chosen trials are ...
James Bergstra, Yoshua Bengio
CORR
2009
Springer
114views Education» more  CORR 2009»
15 years 1 months ago
Distributed Branching Bisimulation Minimization by Inductive Signatures
We present a new distributed algorithm for state space minimization modulo branching bisimulation. Like its predecessor it uses signatures for refinement, but the refinement proce...
Stefan Blom, Jaco van de Pol
DOLAP
2003
ACM
15 years 8 months ago
Attribute value reordering for efficient hybrid OLAP
The normalization of a data cube is the process of choosing an ordering for the attribute values, and the chosen ordering will affect the physical storage of the cube’s data. For...
Owen Kaser, Daniel Lemire
ESCIENCE
2007
IEEE
15 years 7 months ago
Storing and Querying Scientific Workflow Provenance Metadata Using an RDBMS
Provenance management has become increasingly important to support scientific discovery reproducibility, result interpretation, and problem diagnosis in scientific workflow enviro...
Artem Chebotko, Xubo Fei, Cui Lin, Shiyong Lu, Far...
FCCM
2005
IEEE
139views VLSI» more  FCCM 2005»
15 years 8 months ago
A Study of the Scalability of On-Chip Routing for Just-in-Time FPGA Compilation
Just-in-time (JIT) compilation has been used in many applications to enable standard software binaries to execute on different underlying processor architectures. We previously in...
Roman L. Lysecky, Frank Vahid, Sheldon X.-D. Tan