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215
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JMLR
2010
15 years 5 months ago
2010
Sparse coding—that is, modelling data vectors as sparse linear combinations of basis elements—is widely used in machine learning, neuroscience, signal processing, and statisti...
244
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CORR
2011
Springer
15 years 2 months ago
2011
Springer
—In this paper we consider an interacting two-agent sequential decision-making problem consisting of a Markov source process, a causal encoder with feedback, and a causal decoder...
214
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ICML
2005
IEEE
16 years 8 months ago
2005
IEEE
We consider the problem of multi-task learning, that is, learning multiple related functions. Our approach is based on a hierarchical Bayesian framework, that exploits the equival...
183
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TAP
2007
Springer
16 years 1 months ago
2007
Springer
We present a new automatic test generation method for JAVA CARD based on attempts at formal verification of the implementation under test (IUT). Self-contained unit tests in JUnit...
