1584 search results - page 98 / 317 » Continuous Optimization of Hyper-Parameters |
160
Voted
EDBTW
2006
Springer
15 years 7 months ago
2006
Springer
Several query languages have been proposed for managing data streams in modern monitoring applications. Continuous queries expressed in these languages usually employ windowing con...
119
Voted
NIPS
2008
15 years 5 months ago
2008
Recently, fitted Q-iteration (FQI) based methods have become more popular due to their increased sample efficiency, a more stable learning process and the higher quality of the re...
133
Voted
ICML
2010
IEEE
15 years 4 months ago
2010
IEEE
We propose a novel boosting algorithm which improves on current algorithms for weighted voting classification by striking a better balance between classification accuracy and the ...
157
Voted
AAAI
2012
13 years 6 months ago
2012
Markov decision processes (MDPs) are an established framework for solving sequential decision-making problems under uncertainty. In this work, we propose a new method for batchmod...
132
Voted
AUTOMATICA
2007
15 years 3 months ago
2007
Optimal control problems for constrained linear systems with a linear cost can be posed as multiparametric linear programs with a parameter in the cost, or equivalently the right-...