| 2025 | AISTATS | An Empirical Bernstein Inequality for Dependent Data in Hilbert Spaces and Applications. | Erfan Mirzaei, Andreas Maurer, Vladimir R. Kostic, Massimiliano Pontil |
| 2021 | ICML | Robust Unsupervised Learning via L-statistic Minimization. | Andreas Maurer, Daniela Angela Parletta, Andrea Paudice, Massimiliano Pontil |
| 2020 | DSAA | Learning Fair and Transferable Representations with Theoretical Guarantees. | Luca Oneto, Michele Donini, Massimiliano Pontil, Andreas Maurer |
| 2019 | COLT | Uniform concentration and symmetrization for weak interactions. | Andreas Maurer, Massimiliano Pontil |
| 2018 | COLT | Empirical bounds for functions with weak interactions. | Andreas Maurer, Massimiliano Pontil |
| 2017 | COLT | A Second-order Look at Stability and Generalization. | Andreas Maurer |
| 2016 | ALT | A Vector-Contraction Inequality for Rademacher Complexities. | Andreas Maurer |
| 2014 | ALT | A Chain Rule for the Expected Suprema of Gaussian Processes. | Andreas Maurer |
| 2014 | COLT | An Inequality with Applications to Structured Sparsity and Multitask Dictionary Learning. | Andreas Maurer, Massimiliano Pontil, Bernardino Romera-Paredes |
| 2013 | COLT | Excess risk bounds for multitask learning with trace norm regularization. | Massimiliano Pontil, Andreas Maurer |
| 2013 | IBPRIA | Vision-Based 3D-Reconstruction of Barley Plants. | Armagan Elibol, Stefan Posch, Andreas Maurer, Klaus Pillen, Birgit Mller |
| 2013 | ICML | Sparse coding for multitask and transfer learning. | Andreas Maurer, Massimiliano Pontil, Bernardino Romera-Paredes |
| 2009 | COLT | Empirical Bernstein Bounds and Sample-Variance Penalization. | Andreas Maurer, Massimiliano Pontil |
| 2008 | ALT | A Uniform Lower Error Bound for Half-Space Learning. | Andreas Maurer, Massimiliano Pontil |
| 2008 | ALT | Generalization Bounds for K-Dimensional Coding Schemes in Hilbert Spaces. | Andreas Maurer, Massimiliano Pontil |
| 2006 | ALT | Unsupervised Slow Subspace-Learning from Stationary Processes. | Andreas Maurer |
| 2006 | COLT | The Rademacher Complexity of Linear Transformation Classes. | Andreas Maurer |