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Machine learning models and techniques

Speaker: 
Giorgio Gnecco
Data dell'evento: 
Venerdì, 4 Dicembre, 2015 - 15:30
Luogo: 
Aula Magna
Contatto: 
Bruno Ciciani

 In this talk I'll focus on machine learning models and techniques I have developed, with particular attention to: -  a novel learning framework, called "learning with constraints", and the associated Support Constraint Machines (SCMs); -  the application of methods and tools from control theory to machine learning, and vice-versa; -  machine-learning models and techniques for the solution of infinite-programming problems and the related issue of the curse of dimensionality.

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