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Structure



Machine Learning: From Shalow To Deep Architectures

 

Prof.
Stefano Melacci
University of Siena - Dipartimento di Ingegneria dell'Informazione e Scienze Matematiche
Course Type
Elective
Calendar
March 20-24 2017 h. 9.00-13.00 room 103
Room
Program
This course will intro duce the general principles of Machine Learning, emphasizing the differences between ’Shallow’ and ’Deep’ mo dels. Recent applications of ’Deep Learning’ to Computer Visionand Language Mo deling will b e analyzed. The course will cover multiple learning frame works, presenting them under the unifying view of ’Learning from Constraints ’. Some modern software packages for Machine Learning and s cientific computing will b e describ ed, motivated by their increasing diffusion b oth in the research community and in the industry.





 

Courses

PhD Students/Alumni


Dip. Ingegneria dell'Informazione e Scienze Matematiche - Via Roma, 56 53100 SIENA - Italy