RUDI, ALESSANDRO
RUDI, ALESSANDRO
100023 - Dipartimento di Informatica, bioingegneria, robotica e ingegneria dei sistemi
A Consistent Regularization Approach for Structured Prediction
2016-01-01 Ciliberto, Carlo; Rosasco, Lorenzo; Rudi, Alessandro
A General Framework for Consistent Structured Prediction with Implicit Loss Embeddings
2020-01-01 Ciliberto, C; Rosasco, L; Rudi, A
Consistent Multitask Learning with Nonlinear Output Relations
2017-01-01 Ciliberto, Carlo; Rudi, Alessandro; Rosasco, Lorenzo; Massimiliano, Pontil
FALKON: An Optimal Large Scale Kernel Method
2017-01-01 Rudi, Alessandro; Carratino, Luigi; Rosasco, Lorenzo
Faster kriging: Facing high-dimensional simulators
2020-01-01 Lu, X.; Rudi, A.; Borgonovo, E.; Rosasco, L.
Gain with no Pain: Efficiency of Kernel-PCA by Nystrom Sampling
2020-01-01 Sterge, N; Sriperumbudur, B; Rosasco, L; Rudi, A
Generalization Properties of Learning with Random Features
2017-01-01 Rudi, Alessandro; Rosasco, Lorenzo
Kernel methods through the roof: Handling billions of points efficiently
2020-01-01 Meanti, G.; Carratino, L.; Rosasco, L.; Rudi, A.
Less is more: Nyström computational regularization
2015-01-01 Rudi, Alessandro; Camoriano, Raffaello; Rosasco, Lorenzo
Nyström Kernel Mean Embeddings
2022-01-01 Chatalic, A.; Schreuder, N.; Rudi, A.; Rosasco, L.
NYTRO: When Subsampling Meets Early Stopping
2016-01-01 Camoriano, Raffaello; Angles, Tomás; Rudi, Alessandro; Rosasco, Lorenzo
Regularized Kernel Algorithms for Support Estimation
2017-01-01 Rudi, Alessandro; De Vito, Ernesto; Verri, Alessandro; Odone, Francesca
| 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 |