1297 search results - page 4 / 260 » Refractor Importance Sampling |
TIT
1998
15 years 11 days 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...
290
Voted
EMMCVPR
2011
Springer
14 years 14 days 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 ...
76
Voted
SAC
2010
ACM
14 years 11 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...
111
Voted
UAI
2008
15 years 2 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...
74
Voted
ECCV
2000
Springer
16 years 2 months ago
2000
Springer