Scholar
Alessandro Rudi
Google Scholar ID: EL-7KFsAAAAJ
INRIA - École Normale Supérieure
Machine Learning
Learning Theory
Artificial Intelligence
AI
Statistical Machine Learning
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Citations & Impact
All-time
Citations
3,039
H-index
27
i10-index
56
Publications
20
Co-authors
8
list available
Contact
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Publications
7 items
Distributionally Faithful Imputation via Positive Semi-Definite Kernel Density Estimation
2026
Cited
0
Minimax Optimal Variance-Aware Regret Bounds for Multinomial Logistic MDPs
2026
Cited
0
Dynamic Regret Reduces to Kernelized Static Regret
2025
Cited
0
Enjoying Non-linearity in Multinomial Logistic Bandits
2025
Cited
0
Safely Learning Controlled Stochastic Dynamics
2025
Cited
0
Generalization Bounds of Surrogate Policies for Combinatorial Optimization Problems
arXiv.org · 2024
Cited
5
Non-Parametric Learning of Stochastic Differential Equations with Non-asymptotic Fast Rates of Convergence
2023
Cited
0
Co-authors
7 total
Francis Bach
Inria - Ecole Normale Supérieure
Lorenzo Rosasco
MaLGa Machine Learning Genoa Center - Università degli Studi di Genova
Carlo Ciliberto
University College London
Volkan Cevher
Associate Professor, LIONS, EPFL. Amazon Scholar (AGI Foundations).
Simone Severini
Unknown affiliation
Johan Suykens
Professor, KU Leuven
Neil D. Lawrence
University of Cambridge
