ROSASCO, LORENZO
ROSASCO, LORENZO
100023 - Dipartimento di Informatica, bioingegneria, robotica e ingegneria dei sistemi
A Biology-driven Approach Identifies the Hypoxia Gene Signature as a Predictor of the Outcome of Neuroblastoma Patients
2010-01-01 Fardin, P; Barla, Annalisa; Mosci, Sofia; Rosasco, Lorenzo; Verri, Alessandro; Caron, H; Molenaar, J; Ora, I; Eva, A; Puppo, M; Varesio, L.
A Consistent Regularization Approach for Structured Prediction
2016-01-01 Ciliberto, Carlo; Rosasco, Lorenzo; Rudi, Alessandro
A First-Order Stochastic Primal-Dual Algorithm with Correction Step
2017-01-01 Rosasco, Lorenzo; Villa, Silvia; Công Vũ, Bằng
A General Framework for Consistent Structured Prediction with Implicit Loss Embeddings
2020-01-01 Ciliberto, C; Rosasco, L; Rudi, A
A Method for Robust Variable Selection with Significance Assessment
2008-01-01 Barla, Annalisa; Mosci, Sofia; Rosasco, Lorenzo; Verri, Alessandro
A Note on Perturbation Results for Learning Empirical Operators
2009-01-01 Rosasco, Lorenzo; M., Belkin; DE VITO, Ernesto
A Primal-Dual Algorithm for Group Sparse Regularization with Overlapping Groups
2010-01-01 Mosci, Sofia; Villa, Silvia; Verri, Alessandro; Rosasco, Lorenzo
A Regularization Approach to Nonlinear Variable Selection
2010-01-01 Rosasco, Lorenzo; Santoro, M; Mosci, Sofia; Villa, Silvia; Verri, Alessandro
A stochastic inertial forward–backward splitting algorithm for multivariate monotone inclusions
2016-01-01 Rosasco, Lorenzo; Villa, Silvia; Vũ, Băng Công
Accelerated iterative regularization via dual diagonal descent
2021-01-01 Calatroni, L.; Garrigos, G.; Rosasco, L.; Villa, S.
Active perception: Building objects' models using tactile exploration
2016-01-01 Jamali, Nawid; Ciliberto, Carlo; Rosasco, Lorenzo; Natale, Lorenzo
Ada-BKB: Scalable Gaussian Process Optimization on Continuous Domains by Adaptive Discretization
2022-01-01 Rando, M.; Carratino, L.; Villa, S.; Rosasco, L.
Adaptive Kernel Methods via the Balancing Principle
2010-01-01 DE VITO, Ernesto; S., Pereverzev; Rosasco, Lorenzo
ADHERENT: Learning Human-like Trajectory Generators for Whole-body Control of Humanoid Robots
2022-01-01 Viceconte, P. M.; Camoriano, R.; Romualdi, G.; Ferigo, D.; Dafarra, S.; Traversaro, S.; Oriolo, G.; Rosasco, L.; Pucci, D.
An elementary analysis of ridge regression with random design
2022-01-01 Mourtada, J.; Rosasco, L.
Analysis of Elastic-Net Regularization
2008-01-01 C., De Mol; DE VITO, Ernesto; Rosasco, Lorenzo
Are Loss Functions All the Same?
2004-01-01 Rosasco, Lorenzo; DE VITO, Ernesto; A., Caponnetto; Piana, Michele; Verri, Alessandro
Are we done with object recognition? The iCub robot's perspective
2019-01-01 Pasquale, Giulia; Ciliberto, Carlo; Odone, Francesca; Rosasco, Lorenzo; Natale, Lorenzo
Asymptotics of Ridge(less) Regression under General Source Condition
2020-01-01 Richards, Dominic; Mourtada, Jaouad; Rosasco, Lorenzo
Beating SGD saturation with tail-averaging and minibatching
2019-01-01 Mücke, N.; Neu, G.; Rosasco, L.
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A Biology-driven Approach Identifies the Hypoxia Gene Signature as a Predictor of the Outcome of Neuroblastoma Patients | 1-gen-2010 | Fardin, P; Barla, Annalisa; Mosci, Sofia; Rosasco, Lorenzo; Verri, Alessandro; Caron, H; Molenaar, J; Ora, I; Eva, A; Puppo, M; Varesio, L. | |
| A Consistent Regularization Approach for Structured Prediction | 1-gen-2016 | Ciliberto, Carlo; Rosasco, Lorenzo; Rudi, Alessandro | |
| A First-Order Stochastic Primal-Dual Algorithm with Correction Step | 1-gen-2017 | Rosasco, Lorenzo; Villa, Silvia; Công Vũ, Bằng | |
| A General Framework for Consistent Structured Prediction with Implicit Loss Embeddings | 1-gen-2020 | Ciliberto, C; Rosasco, L; Rudi, A | |
| A Method for Robust Variable Selection with Significance Assessment | 1-gen-2008 | Barla, Annalisa; Mosci, Sofia; Rosasco, Lorenzo; Verri, Alessandro | |
| A Note on Perturbation Results for Learning Empirical Operators | 1-gen-2009 | Rosasco, Lorenzo; M., Belkin; DE VITO, Ernesto | |
| A Primal-Dual Algorithm for Group Sparse Regularization with Overlapping Groups | 1-gen-2010 | Mosci, Sofia; Villa, Silvia; Verri, Alessandro; Rosasco, Lorenzo | |
| A Regularization Approach to Nonlinear Variable Selection | 1-gen-2010 | Rosasco, Lorenzo; Santoro, M; Mosci, Sofia; Villa, Silvia; Verri, Alessandro | |
| A stochastic inertial forward–backward splitting algorithm for multivariate monotone inclusions | 1-gen-2016 | Rosasco, Lorenzo; Villa, Silvia; Vũ, Băng Công | |
| Accelerated iterative regularization via dual diagonal descent | 1-gen-2021 | Calatroni, L.; Garrigos, G.; Rosasco, L.; Villa, S. | |
| Active perception: Building objects' models using tactile exploration | 1-gen-2016 | Jamali, Nawid; Ciliberto, Carlo; Rosasco, Lorenzo; Natale, Lorenzo | |
| Ada-BKB: Scalable Gaussian Process Optimization on Continuous Domains by Adaptive Discretization | 1-gen-2022 | Rando, M.; Carratino, L.; Villa, S.; Rosasco, L. | |
| Adaptive Kernel Methods via the Balancing Principle | 1-gen-2010 | DE VITO, Ernesto; S., Pereverzev; Rosasco, Lorenzo | |
| ADHERENT: Learning Human-like Trajectory Generators for Whole-body Control of Humanoid Robots | 1-gen-2022 | Viceconte, P. M.; Camoriano, R.; Romualdi, G.; Ferigo, D.; Dafarra, S.; Traversaro, S.; Oriolo, G.; Rosasco, L.; Pucci, D. | |
| An elementary analysis of ridge regression with random design | 1-gen-2022 | Mourtada, J.; Rosasco, L. | |
| Analysis of Elastic-Net Regularization | 1-gen-2008 | C., De Mol; DE VITO, Ernesto; Rosasco, Lorenzo | |
| Are Loss Functions All the Same? | 1-gen-2004 | Rosasco, Lorenzo; DE VITO, Ernesto; A., Caponnetto; Piana, Michele; Verri, Alessandro | |
| Are we done with object recognition? The iCub robot's perspective | 1-gen-2019 | Pasquale, Giulia; Ciliberto, Carlo; Odone, Francesca; Rosasco, Lorenzo; Natale, Lorenzo | |
| Asymptotics of Ridge(less) Regression under General Source Condition | 1-gen-2020 | Richards, Dominic; Mourtada, Jaouad; Rosasco, Lorenzo | |
| Beating SGD saturation with tail-averaging and minibatching | 1-gen-2019 | Mücke, N.; Neu, G.; Rosasco, L. |