2711 search results - page 353 / 543 » Convergence of the Wake-Sleep Algorithm |
119
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ICAI
2004
15 years 5 months ago
2004
An explicit exploration strategy is necessary in reinforcement learning (RL) to balance the need to reduce the uncertainty associated with the expected outcome of an action and the...
162
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NIPS
1992
15 years 5 months ago
1992
This paper describes a technique for learning both the number of states and the topologyof Hidden Markov Models from examples. The inductionprocess starts with the most specific m...
115
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CORR
2010
Springer
15 years 4 months ago
2010
Springer
By combining the features of CSMA and TDMA, fully decentralised WLAN MAC schemes have recently been proposed that converge to collision-free schedules. In this paper we describe a ...
123
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CORR
2008
Springer
15 years 4 months ago
2008
Springer
We develop and analyze M-estimation methods for divergence functionals and the likelihood ratios of two probability distributions. Our method is based on a non-asymptotic variatio...
141
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CORR
2008
Springer
15 years 4 months ago
2008
Springer
The canonical problem of solving a system of linear equations arises in numerous contexts in information theory, communication theory, and related fields. In this contribution, we ...