Andreas Maurer

Joined

February 2019

Names

Andreas Maurer (Preferred)

Emails

****@andreas-maurer.eu (Confirmed)

Personal Links

DBLP

Career & Education History

Researcher

Istituto Italiano di Technologia (andreas-maurer.eu)

2020 – 2023

Full Professor

Andreas Maurer Institute (andreas-maurer.eu)

1953 – 2019

Advisors, Relations & Conflicts

Coauthor

Pietro Novelli

2022 – 2022

Coauthor

Massimiliano Pontil

2008 – 2021

Expertise

statistics

probability

machine learning

2000 – 2023

Publications

Generalization of Gibbs and Langevin Monte Carlo Algorithms in the Interpolation Regime
Andreas Maurer, Erfan Mirzaei, Massimiliano Pontil
- Submitted to ICLR 2026
- Readers: Everyone
An Empirical Bernstein Inequality for Dependent Data in Hilbert Spaces and Applications
Erfan Mirzaei, Andreas Maurer, Vladimir R Kostic, Massimiliano Pontil
- AISTATS 2025 Poster
- Readers: Everyone
Generalization of Hamiltonian algorithms
Andreas Maurer
- NeurIPS 2024 poster
- Readers: Everyone
Learning Dynamical Systems via Koopman Operator Regression in Reproducing Kernel Hilbert Spaces
Vladimir R Kostic, Pietro Novelli, Andreas Maurer, Carlo Ciliberto, Lorenzo Rosasco, Massimiliano Pontil
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
Learning Dynamical Systems via Koopman Operator Regression in Reproducing Kernel Hilbert Spaces
Vladimir Kostic, Pietro Novelli, Andreas Maurer, Carlo Ciliberto, Lorenzo Rosasco, Massimiliano Pontil
- 2022 (modified: 29 Mar 2023)
- CoRR 2022
- Readers: Everyone
Concentration inequalities under sub-Gaussian and sub-exponential conditions
Andreas Maurer, Massimiliano Pontil
- Published: 09 Nov 2021, Last Modified: 28 Feb 2025
- NeurIPS 2021 Poster
- Readers: Everyone
Some Hoeffding- and Bernstein-type Concentration Inequalities
Andreas Maurer, Massimiliano Pontil
- 2021 (modified: 03 Nov 2022)
- CoRR 2021
- Readers: Everyone
Robust Unsupervised Learning via L-statistic Minimization
Andreas Maurer, Daniela Angela Parletta, Andrea Paudice, Massimiliano Pontil
- 2021 (modified: 24 Apr 2023)
- ICML 2021
- Readers: Everyone
Concentration inequalities under sub-Gaussian and sub-exponential conditions
Andreas Maurer, Massimiliano Pontil
- Published: 01 Jan 2021, Last Modified: 27 Apr 2023
- NeurIPS 2021
- Readers: Everyone
Estimating weighted areas under the ROC curve
Andreas Maurer, Massimiliano Pontil
- 2020 (modified: 03 Nov 2022)
- NeurIPS 2020
- Readers: Everyone

View all 50 publications