lorenzo rosasco

11 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0003-3098-383X

Publications

Efficient Numerical Integration in Reproducing Kernel Hilbert Spaces via Leverage Scores Sampling — Journal of Machine Learning Research 2025 (name-matched, not ORCID-linked)
The NystrÃ¶m method for convex loss functions — Journal of Machine Learning Research 2024 (name-matched, not ORCID-linked)
A General Framework for Consistent Structured Prediction with Implicit Loss Embeddings — Journal of Machine Learning Research 2020 (name-matched, not ORCID-linked)
Faster Kriging: Facing High-Dimensional Simulators — Operations Research 2020
Optimal Rates for Multi-pass Stochastic Gradient Methods — Journal of Machine Learning Research 2017 (name-matched, not ORCID-linked)
Iterative Regularization for Learning with Convex Loss Functions — Journal of Machine Learning Research 2016 (name-matched, not ORCID-linked)
GURLS: A Least Squares Library for Supervised Learning — Journal of Machine Learning Research 2013 (name-matched, not ORCID-linked)
Nonparametric Sparsity and Regularization — Journal of Machine Learning Research 2013 (name-matched, not ORCID-linked)
On Learning with Integral Operators — Journal of Machine Learning Research 2010 (name-matched, not ORCID-linked)
Learning from Examples as an Inverse Problem — Journal of Machine Learning Research 2005 (name-matched, not ORCID-linked)
Some Properties of Regularized Kernel Methods — Journal of Machine Learning Research 2004 (name-matched, not ORCID-linked)