667 search results - page 60 / 134 » Learning to Model Sequences Generated by Switching Distribut... |
158
Voted
CVPR
2011
IEEE
14 years 12 months ago
2011
IEEE
Nearly every structured prediction problem in computer vision requires approximate inference due to large and complex dependencies among output labels. While graphical models prov...
150
Voted
EUSFLAT
2003
15 years 5 months ago
2003
This paper suggests an evolutionary approach to design coordination strategies, a key issue in distributed intelligent systems. We focus on competitive strategies in the form of f...
131
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CORR
2006
Springer
15 years 3 months ago
2006
Springer
Abstract. We propose and analyze a new vantage point for the learning of mixtures of Gaussians: namely, the PAC-style model of learning probability distributions introduced by Kear...
138
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COLT
2010
Springer
15 years 1 months ago
2010
Springer
We analyze the regret, measured in terms of log loss, of the maximum likelihood (ML) sequential prediction strategy. This "follow the leader" strategy also defines one o...
127
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COLING
2000
15 years 5 months ago
2000
We present a noun chunker for German which is based on a head-lexicalised probabilistic contextfl'ee grammar. A manually developed grammar was semi-automatically extended wit...