1748 search results - page 140 / 350 » Generating Data Analysis Programs from Statistical Models |
JMLR
2012
11 years 11 months ago
2012
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 ...
AINA
2007
IEEE
14 years 1 months ago
2007
IEEE
This paper introduces an approach to automatic synthesis of the specification models of routing protocol behavior from the observed flow of the network traffic. In particular, our...
MLG
2007
Springer
14 years 3 months ago
2007
Springer
Abstract. We revisit an application developed originally using Inductive Logic Programming (ILP) by replacing the underlying Logic Program (LP) description with Stochastic Logic Pr...
ICRA
2007
IEEE
14 years 3 months ago
2007
IEEE
— This paper presents a sensor analysis based fault detection approach (which we call SAFDetection) that is used to monitor tightly-coupled multi-robot team tasks. Our approach a...
DATE
2010
IEEE
14 years 2 months ago
2010
IEEE
—With every process generation, the problem of variability in physical parameters and environmental conditions poses a great challenge to the design of fast and reliable circuits...