1653 search results - page 69 / 331 » Efficient Multidimensional Sampling |
121
Voted
CVPR
2005
IEEE
16 years 4 months ago
2005
IEEE
We introduce mixture trees, a tree-based data-structure for modeling joint probability densities using a greedy hierarchical density estimation scheme. We show that the mixture tr...
125
Voted
ICML
2005
IEEE
16 years 3 months ago
2005
IEEE
We present an efficient "sparse sampling" technique for approximating Bayes optimal decision making in reinforcement learning, addressing the well known exploration vers...
123
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LKR
2008
15 years 3 months ago
2008
Abstract. For clustering problems, many studies use just MAP assignments to show clustering results instead of using whole samples from a MCMC sampler. This is because it is not st...
119
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ICDM
2010
IEEE
15 years 12 days ago
2010
IEEE
Abstract--We propose a new Consistent Weighted Sampling method, where the probability of drawing identical samples for a pair of inputs is equal to their Jaccard similarity. Our me...
130
Voted
ALGOSENSORS
2008
Springer
15 years 4 months ago
2008
Springer
In this paper, we re-examine the RSSI measurement model for location estimation and provide the first detailed formulation of the probability distribution of the position of a sens...