102 search results - page 15 / 21 » VDCBPI: an Approximate Scalable Algorithm for Large POMDPs |
151
Voted
INFOCOM
1998
IEEE
15 years 6 months ago
1998
IEEE
To support the Internet's explosive growth and expansion into a true integrated services network, there is a need for cost-effective switching technologies that can simultaneo...
133
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DAGSTUHL
2007
15 years 3 months ago
2007
Abstract. In this paper, we consider the problem of filtering in relational hidden Markov models. We present a compact representation for such models and an associated logical par...
123
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ICIP
2005
IEEE
16 years 3 months ago
2005
IEEE
This paper introduces a sparse signal representation algorithm in redundant dictionaries, called the M-Term Pursuit (MTP), with an application to image representation and scalable ...
120
Voted
PAMI
2011
14 years 8 months ago
2011
Spectral clustering algorithms have been shown to be more effective in finding clusters than some traditional algorithms such as k-means. However, spectral clustering suffers fro...
110
Voted
TIP
2008
15 years 1 months ago
2008
This paper presents recursive cavity modeling--a principled, tractable approach to approximate, near-optimal inference for large Gauss-Markov random fields. The main idea is to su...