2103 search results - page 61 / 421 » Approximate Learning of Dynamic Models |
COLT
2004
Springer
15 years 8 months ago
2004
Springer
Abstract. We show several PAC-style concentration bounds for learning unigrams language model. One interesting quantity is the probability of all words appearing exactly k times in...
151
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ICASSP
2011
IEEE
14 years 6 months ago
2011
IEEE
The construction of low-dimensional models explaining highdimensional signal observations provides concise and efficient data representations. In this paper, we focus on pattern ...
101
Voted
NIPS
2007
15 years 3 months ago
2007
We combine three threads of research on approximate dynamic programming: sparse random sampling of states, value function and policy approximation using local models, and using lo...
105
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ICIP
2006
IEEE
16 years 4 months ago
2006
IEEE
Standard practices in background modeling learn a separate model for every pixel in the image. However, in dynamic scenes the connection between an observation and the place where...
148
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NEUROSCIENCE
2001
Springer
15 years 7 months ago
2001
Springer
We propose a theoretical framework for specification and analysis of a class of learning problems that arise in open-ended environments that contain multiple, distributed, dynamic...