102 search results - page 15 / 21 » VDCBPI: an Approximate Scalable Algorithm for Large POMDPs |
172
Voted
INFOCOM
1998
IEEE
15 years 8 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...
156
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DAGSTUHL
2007
15 years 5 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...
139
Voted
ICIP
2005
IEEE
16 years 5 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 ...
146
Voted
PAMI
2011
14 years 10 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...
130
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TIP
2008
15 years 3 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...