1398 search results - page 92 / 280 » Bayesian actor-critic algorithms |
96
Voted
JGO
2010
14 years 11 months ago
2010
Both optimization and learning play important roles in a system for intelligent tasks. On one hand, we introduce three types of optimization tasks studied in the machine learning l...
143
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KDD
2012
ACM
13 years 3 months ago
2012
ACM
Accurate prediction of user behaviors is important for many social media applications, including social marketing, personalization and recommendation, etc. A major challenge lies ...
116
Voted
CVPR
2005
IEEE
16 years 2 months ago
2005
IEEE
Particle filtering provides a general framework for propagating probability density functions in non-linear and non-Gaussian systems. However, the algorithm is based on a Monte Ca...
112
Voted
ICIP
2008
IEEE
16 years 2 months ago
2008
IEEE
In this paper, we present a patch-based variational Bayesian framework of image processing using the language of factor graphs (FGs). The variable and factor nodes of FGs represen...
126
Voted
CMSB
2009
Springer
15 years 7 months ago
2009
Springer
Recently, there has been considerable interest in the use of Model Checking for Systems Biology. Unfortunately, the state space of stochastic biological models is often too large f...