Concepedia

Alessandro Rudi

AR

28

Publications

860

Citations

18

H-Index

2011

Active since

Affiliations

Massachusetts Institute of Technology(Current)

Italian Institute of Technology

École Normale Supérieure - PSL

University of Genoa

Département d'Informatique

Alessandro Rudi is an author at Massachusetts Institute of Technology specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningComputer ScienceStatistical InferenceSupervised LearningStatisticsMathematical ProgrammingApproximation TheoryDeep Learning

Publications per year

2011–2024

28

Publications

28

Generalization Properties of Learning with Random Features

Alessandro Rudi, Lorenzo Rosasco · CINECA IRIS Institutial Research Information System (University of Genoa) · 2017 · 145 citations · Full text

Generalization Properties of Learning with Random Features

Alessandro Rudi, Lorenzo Rosasco · arXiv (Cornell University) · 2016 · 76 citations · Full text

Engineering, Machine Learning, Data Science +13

Differential Properties of Sinkhorn Approximation for Learning with Wasserstein Distance

Giulia Luise, Alessandro Rudi, Massimiliano Pontil et al. · arXiv (Cornell University) · 2018 · 75 citations · Full text

Mathematical Programming, Engineering, Machine Learning +16

Optimal rates for spectral algorithms with least-squares regression over Hilbert spaces

Junhong Lin, Alessandro Rudi, Lorenzo Rosasco et al. · Applied and Computational Harmonic Analysis · 2018 · 56 citations · Full text

Numerical Analysis, Spectral Theory, Spectral Algorithms +11

A general method for the point of regard estimation in 3D space

Fiora Pirri, Matia Pizzoli, Alessandro Rudi · 2011 · 44 citations

Calibration Sequence, Engineering, 3D Pose Estimation +19

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