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Lorenzo Rosasco

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Real-world Object Recognition with Off-the-shelf Deep Conv Nets: How Many Objects can iCub Learn?

Apr 14, 2015
Giulia Pasquale, Carlo Ciliberto, Francesca Odone, Lorenzo Rosasco, Lorenzo Natale

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Learning Multiple Visual Tasks while Discovering their Structure

Apr 13, 2015
Carlo Ciliberto, Lorenzo Rosasco, Silvia Villa

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Iterative Regularization for Learning with Convex Loss Functions

Apr 01, 2015
Junhong Lin, Lorenzo Rosasco, Ding-Xuan Zhou

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On Invariance and Selectivity in Representation Learning

Mar 19, 2015
Fabio Anselmi, Lorenzo Rosasco, Tomaso Poggio

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Learning Sets with Separating Kernels

Nov 25, 2014
Ernesto De Vito, Lorenzo Rosasco, Alessandro Toigo

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On the Sample Complexity of Subspace Learning

Aug 21, 2014
Alessandro Rudi, Guille D. Canas, Lorenzo Rosasco

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Learning An Invariant Speech Representation

Jun 16, 2014
Georgios Evangelopoulos, Stephen Voinea, Chiyuan Zhang, Lorenzo Rosasco, Tomaso Poggio

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A Deep Representation for Invariance And Music Classification

Apr 01, 2014
Chiyuan Zhang, Georgios Evangelopoulos, Stephen Voinea, Lorenzo Rosasco, Tomaso Poggio

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Unsupervised Learning of Invariant Representations in Hierarchical Architectures

Mar 11, 2014
Fabio Anselmi, Joel Z. Leibo, Lorenzo Rosasco, Jim Mutch, Andrea Tacchetti, Tomaso Poggio

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iCub World: Friendly Robots Help Building Good Vision Data-Sets

Jun 15, 2013
Sean Ryan Fanello, Carlo Ciliberto, Matteo Santoro, Lorenzo Natale, Giorgio Metta, Lorenzo Rosasco, Francesca Odone

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