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Sparse Modeling for Image and Vision Processing
heftet,
2014,
Engelsk,
ISBN 9781680830088
In recent years, a large amount of multi-disciplinary research has been conducted on sparse models and their applications. In statistics and machine learning, the sparsity …
Optimization with Sparsity-Inducing Penalties
heftet,
2012,
Engelsk,
ISBN 9781601985101
Sparse estimation methods are aimed at using or obtaining parsimonious representations of data or models. They were first dedicated to linear variable selection but numerous …