1351 search results - page 1 / 271 » Learning from compressed observations |
107
Voted
CORR
2007
Springer
15 years 2 months ago
2007
Springer
— The problem of statistical learning is to construct a predictor of a random variable Y as a function of a related random variable X on the basis of an i.i.d. training sample fr...
144
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CIARP
2003
Springer
15 years 8 months ago
2003
Springer
A framework for recovering high-resolution video sequences from sub-sampled and compressed observations is presented. Compression schemes that describe a video sequence through a c...
131
Voted
CDC
2010
IEEE
14 years 10 months ago
2010
IEEE
Abstract-- Recovering or estimating the initial state of a highdimensional system can require a potentially large number of measurements. In this paper, we explain how this burden ...
123
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ICIP
2008
IEEE
16 years 4 months ago
2008
IEEE
Compression of encrypted data can be achieved by employing Slepian-Wolf coding (SWC). However, how to efficiently exploit the source dependency in an encrypted colored signal such...