Alessandro Rudi
Scholar

Alessandro Rudi

Google Scholar ID: EL-7KFsAAAAJ
INRIA - École Normale Supérieure
Machine LearningLearning TheoryArtificial IntelligenceAIStatistical Machine Learning
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
3,039
 
H-index
27
 
i10-index
56
 
Publications
20
 
Co-authors
8
list available
Contact
CVOpen ↗GitHubOpen ↗
Publications
5 items
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
Resume (English only)
Co-authors
8 total
Francis Bach
Francis Bach
Inria - Ecole Normale Supérieure
Lorenzo Rosasco
Lorenzo Rosasco
MaLGa Machine Learning Genoa Center - Università degli Studi di Genova
Carlo Ciliberto
Carlo Ciliberto
University College London
Co-author 4
Co-author 4
Volkan Cevher
Volkan Cevher
Associate Professor, LIONS, EPFL. Amazon Scholar (AGI Foundations).
Simone Severini
Simone Severini
Unknown affiliation
Johan Suykens
Johan Suykens
Professor, KU Leuven
Neil D. Lawrence
Neil D. Lawrence
University of Cambridge