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List of works by Marcello Sanguineti

Can dictionary-based computational models outperform the best linear ones?

scientific article published on 12 June 2011

Classification by Sparse Neural Networks

scientific article published on 10 January 2019

Foundations of support constraint machines.

scientific article

LQG Online Learning.

scientific article published on 31 May 2017

Learning With Mixed Hard/Soft Pointwise Constraints

scientific article published on 7 November 2014

Probabilistic lower bounds for approximation by shallow perceptron networks.

scientific article published on 19 April 2017

Regularization techniques and suboptimal solutions to optimization problems in learning from data

scientific article

Towards Automated Analysis of Joint Music Performance in the Orchestra

scientific article published in 2013

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