603 search results - page 59 / 121 » Quantile Sensitivity Estimation |
AI
2007
Springer
14 years 2 months ago
2007
Springer
Importance sampling-based algorithms are a popular alternative when Bayesian network models are too large or too complex for exact algorithms. However, importance sampling is sensi...
ICRA
2003
IEEE
14 years 1 months ago
2003
IEEE
Abstract— This paper addresses the problem of localization and map construction by a mobile robot in an indoor environment. Instead of trying to build high-fidelity geometric ma...
INFOCOM
2002
IEEE
14 years 28 days ago
2002
IEEE
— This paper presents an architecture and algorithms for optimizing the performance of web services. For a given service, session-based admission control is combined with stage-w...
GCB
2007
Springer
13 years 12 months ago
2007
Springer
: Markov models have been proposed for the classification of DNA-motifs using generative approaches for parameter learning. Here, we propose to apply the discriminative paradigm fo...
COLT
2006
Springer
13 years 11 months ago
2006
Springer
Abstract. We develop a new error bound for transductive learning algorithms. The slack term in the new bound is a function of a relaxed notion of transductive stability, which meas...