603 search results - page 59 / 121 » Quantile Sensitivity Estimation |
89
Voted
AI
2007
Springer
15 years 5 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
15 years 4 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...
107
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INFOCOM
2002
IEEE
15 years 3 months 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...
80
Voted
GCB
2007
Springer
15 years 2 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
15 years 2 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...