ROSASCO, LORENZO

ROSASCO, LORENZO  

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

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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 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 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.
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.
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
Characterizing the input-output function of the olfactory-limbic pathway in the guinea pig 1-gen-2015 Luca Breschi, Gian; Ciliberto, Carlo; Nieus, Thierry; Rosasco, Lorenzo; Taverna, Stefano; Chiappalone, Michela; Pasquale, Valentina
Clinical Evaluation of a (1,3)- -D-Glucan Assay for Presumptive Diagnosis of Pneumocystis jiroveci Pneumonia in Immunocompromised Patients 1-gen-2009 V., Del Bono; A., Mularoni; E., Furfaro; E., Delfino; Rosasco, Lorenzo; F., Miletich; C., Viscoli
Consistency of Learning Algorithms Using Attouch–Wets Convergence 1-gen-2012 Villa, Silvia; Rosasco, Lorenzo; Mosci, Sofia; Verri, Alessandro
Constructing fast approximate eigenspaces with application to the fast graph Fourier transforms 1-gen-2020 Rusu, Christian; Rosasco, Lorenzo
Construction and Monte Carlo Estimation of Wavelet Frames Generated by a Reproducing Kernel 1-gen-2021 De Vito, Ernesto; Kereta, Zeljko; Naumova, Valeriya; Rosasco, Lorenzo; Vigogna, Stefano
Convergence of Stochastic Proximal Gradient Algorithm 1-gen-2019 Rosasco, Lorenzo; Villa, Silvia; Cong Vu, Bang
Convergence of the forward-backward algorithm: beyond the worst-case with the help of geometry 1-gen-2022 Garrigos, G.; Rosasco, L.; Villa, S.
Discretization error analysis for Tikhonov regularization 1-gen-2006 DE VITO, Ernesto; Rosasco, Lorenzo; A., Caponnetto
Elastic net regularization in learning theory 1-gen-2009 C., DE MOL; DE VITO, Ernesto; Rosasco, Lorenzo
Enabling Depth-Driven Visual Attention on the iCub Humanoid Robot: Instructions for Use and New Perspectives 1-gen-2016 Pasquale, Giulia; MAR HERNANDEZ, TANIS ADRIANO; Ciliberto, Carlo; Rosasco, Lorenzo; Natale, Lorenzo