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Massive Sets of Heuristics for Machine Learning (MASH)
Start date: Jan 1, 2010, End date: Jun 30, 2013 PROJECT  FINISHED 

Description New tools for the collaborative development of very complex machine learning systems. The MASH project aims at creating new tools for the collaborative development of very complex machine learning systems. Machine learning is concerned with the design of software able to learn from example. Since machine learning methods remain far from their biological counterpart in terms of performance, MASH will investigate a new strategy, by developing new theoretical tools and software to help large groups of individuals design large families of feature extractors. The idea is to combine several types of features developed by independent teams in order to improve performance. Because they exploit different sources of information, different modules mutually compensate their weaknesses.

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