Lorenzo Rosasco
Scholar

Lorenzo Rosasco

Google Scholar ID: quJBh1EAAAAJ
MaLGa Machine Learning Genoa Center - Università degli Studi di Genova
learning theorymachine learning
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
10,532
 
H-index
45
 
i10-index
128
 
Publications
20
 
Co-authors
46
list available
Contact
No contact links provided.
Publications
13 items
Learning to control switching nonlinear systems with Koopman operator regression
2026
Cited
0
Learning Sparse Compositional Functions with Norm-Constrained Neural Networks
2026
Cited
0
Dynamic robotic cloth folding with efficient Koopman operator-based model predictive control
2026
Cited
0
SGD for Variational Inference: Tackling Unbounded Variance via Preconditioning and Dynamic Batching
2026
Cited
0
On the Sample Complexity of Learning for Blind Inverse Problems
2025
Cited
0
Learning Multi-Index Models with Hyper-Kernel Ridge Regression
2025
Cited
0
Learning functions, operators and dynamical systems with kernels
2025
Cited
0
A Structured Tour of Optimization with Finite Differences
2025
Cited
0
Resume (English only)
Co-authors
46 total
TOMASO POGGIO
TOMASO POGGIO
McDermott Professor in Brain Sciences, MIT
Ernesto De Vito
Ernesto De Vito
MaLGa Machine Learning Genoa Center - Università di Genova
Co-author 3
Co-author 3
Co-author 4
Co-author 4
Alessandro Rudi
Alessandro Rudi
INRIA - École Normale Supérieure
Carlo Ciliberto
Carlo Ciliberto
University College London
Lorenzo Natale
Lorenzo Natale
Tenured Senior Scientist, Istituto Italiano di Tecnologia
Raffaello Camoriano
Raffaello Camoriano
Assistant Professor, Politecnico di Torino; Affiliated Researcher, Istituto Italiano di Tecnologia