1297 search results - page 4 / 260 » Refractor Importance Sampling |
69
Voted
TIT
1998
14 years 9 months ago
1998
We show that if the closureof a function class F under the metric induced by some probability distribution is not convex, then the sample complexity for agnostically learning F wi...
191
Voted
EMMCVPR
2011
Springer
13 years 9 months ago
2011
Springer
Abstract. We present two data-driven importance distributions for particle filterbased articulated tracking; one based on background subtraction, another on depth information. In ...
SAC
2010
ACM
14 years 7 months ago
2010
ACM
Simulated tempering (ST) is an established Markov Chain Monte Carlo (MCMC) methodology for sampling from a multimodal density π(θ). The technique involves introducing an auxilia...
81
Voted
UAI
2008
14 years 11 months ago
2008
The paper introduces an AND/OR importance sampling scheme for probabilistic graphical models. In contrast to conventional importance sampling, AND/OR importance sampling caches sa...
ECCV
2000
Springer
15 years 11 months ago
2000
Springer