402 search results - page 21 / 81 » Random Search for Hyper-Parameter Optimization |
107
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TJS
2002
14 years 9 months ago
2002
Historically, compilers have operated by applying a fixed set of optimizations in a predetermined order. We call such an ordered list of optimizations a compilation sequence. This...
95
Voted
CLUSTER
2008
IEEE
15 years 4 months ago
2008
IEEE
—This paper describes the application of various search techniques to the problem of automatic empirical code optimization. The search process is a critical aspect of auto-tuning...
AAAI
1998
14 years 11 months ago
1998
Probabilistic models have recently been utilized for the optimization of large combinatorial search problems. However, complex probabilistic models that attempt to capture interpa...
78
Voted
ICIAP
2005
ACM
15 years 9 months ago
2005
ACM
Abstract. This paper presents an optimisation technique to select automatically a set of control parameters for a Markov Random Field applied to stereo matching. The method is base...
96
Voted
SCAI
2008
14 years 11 months ago
2008
The problem of automatically selecting simulation models for autonomous agents depending on their current intentions and beliefs is considered in this paper. The intended use of t...