RUDI, ALESSANDRO

RUDI, ALESSANDRO  

100023 - Dipartimento di Informatica, bioingegneria, robotica e ingegneria dei sistemi  

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Titolo Data di pubblicazione Autore(i) File
A Consistent Regularization Approach for Structured Prediction 1-gen-2016 Ciliberto, Carlo; Rosasco, Lorenzo; Rudi, Alessandro
A General Framework for Consistent Structured Prediction with Implicit Loss Embeddings 1-gen-2020 Ciliberto, C; Rosasco, L; Rudi, A
Consistent Multitask Learning with Nonlinear Output Relations 1-gen-2017 Ciliberto, Carlo; Rudi, Alessandro; Rosasco, Lorenzo; Massimiliano, Pontil
FALKON: An Optimal Large Scale Kernel Method 1-gen-2017 Rudi, Alessandro; Carratino, Luigi; Rosasco, Lorenzo
Faster kriging: Facing high-dimensional simulators 1-gen-2020 Lu, X.; Rudi, A.; Borgonovo, E.; Rosasco, L.
Gain with no Pain: Efficiency of Kernel-PCA by Nystrom Sampling 1-gen-2020 Sterge, N; Sriperumbudur, B; Rosasco, L; Rudi, A
Generalization Properties of Learning with Random Features 1-gen-2017 Rudi, Alessandro; Rosasco, Lorenzo
Kernel methods through the roof: Handling billions of points efficiently 1-gen-2020 Meanti, G.; Carratino, L.; Rosasco, L.; Rudi, A.
Less is more: Nyström computational regularization 1-gen-2015 Rudi, Alessandro; Camoriano, Raffaello; Rosasco, Lorenzo
Nyström Kernel Mean Embeddings 1-gen-2022 Chatalic, A.; Schreuder, N.; Rudi, A.; Rosasco, L.
NYTRO: When Subsampling Meets Early Stopping 1-gen-2016 Camoriano, Raffaello; Angles, Tomás; Rudi, Alessandro; Rosasco, Lorenzo
Regularized Kernel Algorithms for Support Estimation 1-gen-2017 Rudi, Alessandro; De Vito, Ernesto; Verri, Alessandro; Odone, Francesca