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Home/Authors/Lorenzo Rosasco

Lorenzo Rosasco

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 14, 2026, 11:22 PM AMS

8

papers

281

total citations

papers (8)

Kernel Methods Through the Roof: Handling Billions of Points Efficiently

NEURIPS 2020arXiv

Learning Dynamical Systems via Koopman Operator Regression in Reproducing Kernel Hilbert Spaces

NEURIPS 2022arXiv

Assumption violations in causal discovery and the robustness of score matching

NEURIPS 2023arXiv

An Optimal Structured Zeroth-order Algorithm for Non-smooth Optimization

NEURIPS 2023arXiv

Estimating Koopman operators with sketching to provably learn large scale dynamical systems

NEURIPS 2023arXiv

ParK: Sound and Efficient Kernel Ridge Regression by Feature Space Partitions

NEURIPS 2021arXiv

Towards a learning theory of representation alignment

The $\varphi$ Curve: The Shape of Generalization through the Lens of Norm-based Capacity Control

NEURIPS 2025arXiv