Andreas Maurer

Orcid: 0000-0003-2412-5361

According to our database¹, Andreas Maurer authored at least 40 papers between 2004 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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On csauthors.net:

Bibliography

2024

Generalization of Hamiltonian algorithms.

[BibT_eX]

[DOI]

Andreas Maurer

CoRR, 2024

2023

Generalization for slowly mixing processes.

[BibT_eX]

[DOI]

Andreas Maurer

CoRR, 2023

2022

Learning Dynamical Systems via Koopman Operator Regression in Reproducing Kernel Hilbert Spaces.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Evaluation of RGB and Multispectral Unmanned Aerial Vehicle (UAV) Imagery for High-Throughput Phenotyping and Yield Prediction in Barley Breeding.

[BibT_eX]

[DOI]

Remote. Sens., 2021

Striatal and prefrontal D2R and SERT distributions contrastingly correlate with default-mode connectivity.

[BibT_eX]

[DOI]

NeuroImage, 2021

Some Hoeffding- and Bernstein-type Concentration Inequalities.

[BibT_eX]

[DOI]

Andreas Maurer

Massimiliano Pontil

CoRR, 2021

Concentration inequalities under sub-Gaussian and sub-exponential conditions.

[BibT_eX]

[DOI]

Andreas Maurer

Massimiliano Pontil

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Robust Unsupervised Learning via L-statistic Minimization.

[BibT_eX]

[DOI]

Andreas Maurer

Daniela Angela Parletta

Andrea Paudice

Massimiliano Pontil

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

A Perturbation Resilient Framework for Unsupervised Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Exploiting MMD and Sinkhorn Divergences for Fair and Transferable Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Estimating weighted areas under the ROC curve.

[BibT_eX]

[DOI]

Andreas Maurer

Massimiliano Pontil

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Learning Fair and Transferable Representations with Theoretical Guarantees.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE International Conference on Data Science and Advanced Analytics, 2020

2019

Learning Fair and Transferable Representations.

[BibT_eX]

[DOI]

CoRR, 2019

Uniform concentration and symmetrization for weak interactions.

[BibT_eX]

[DOI]

Andreas Maurer

Massimiliano Pontil

Proceedings of the Conference on Learning Theory, 2019

2018

Empirical bounds for functions with weak interactions.

[BibT_eX]

[DOI]

Andreas Maurer

Massimiliano Pontil

Proceedings of the Conference On Learning Theory, 2018

2017

A Second-order Look at Stability and Generalization.

[BibT_eX]

[DOI]

Andreas Maurer

Proceedings of the 30th Conference on Learning Theory, 2017

2016

A chain rule for the expected suprema of Gaussian processes.

[BibT_eX]

[DOI]

Andreas Maurer

Theor. Comput. Sci., 2016

The Benefit of Multitask Representation Learning.

[BibT_eX]

[DOI]

Andreas Maurer

Massimiliano Pontil

Bernardino Romera-Paredes

J. Mach. Learn. Res., 2016

Bounds for Vector-Valued Function Estimation.

[BibT_eX]

[DOI]

Andreas Maurer

Massimiliano Pontil

CoRR, 2016

A Vector-Contraction Inequality for Rademacher Complexities.

[BibT_eX]

[DOI]

Andreas Maurer

Proceedings of the Algorithmic Learning Theory - 27th International Conference, 2016

2014

An Inequality with Applications to Structured Sparsity and Multitask Dictionary Learning.

[BibT_eX]

[DOI]

Andreas Maurer

Massimiliano Pontil

Bernardino Romera-Paredes

Proceedings of The 27th Conference on Learning Theory, 2014

2013

Sparse coding for multitask and transfer learning.

[BibT_eX]

[DOI]

Andreas Maurer

Massimiliano Pontil

Bernardino Romera-Paredes

Proceedings of the 30th International Conference on Machine Learning, 2013

Vision-Based 3D-Reconstruction of Barley Plants.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

Excess risk bounds for multitask learning with trace norm regularization.

[BibT_eX]

[DOI]

Massimiliano Pontil

Andreas Maurer

Proceedings of the COLT 2013, 2013

2012

Structured Sparsity and Generalization.

[BibT_eX]

[DOI]

Andreas Maurer

Massimiliano Pontil

J. Mach. Learn. Res., 2012

Transfer learning in a heterogeneous environment.

[BibT_eX]

[DOI]

Andreas Maurer

Massimiliano Pontil

Proceedings of the 3rd International Workshop on Cognitive Information Processing, 2012

2009

Transfer bounds for linear feature learning.

[BibT_eX]

[DOI]

Andreas Maurer

Mach. Learn., 2009

Empirical Bernstein Bounds and Sample-Variance Penalization.

[BibT_eX]

[DOI]

Andreas Maurer

Massimiliano Pontil

Proceedings of the COLT 2009, 2009

2008

Unsupervised slow subspace-learning from stationary processes.

[BibT_eX]

[DOI]

Andreas Maurer

Theor. Comput. Sci., 2008

Learning Similarity with Operator-valued Large-margin Classifiers.

[BibT_eX]

[DOI]

Andreas Maurer

J. Mach. Learn. Res., 2008

An optimization problem on the sphere

[BibT_eX]

[DOI]

Andreas Maurer

CoRR, 2008

An Algorithm for Transfer Learning in a Heterogeneous Environment.

[BibT_eX]

[DOI]

Andreas Argyriou

Andreas Maurer

Massimiliano Pontil

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008

Generalization Bounds for K-Dimensional Coding Schemes in Hilbert Spaces.

[BibT_eX]

[DOI]

Andreas Maurer

Massimiliano Pontil

Proceedings of the Algorithmic Learning Theory, 19th International Conference, 2008

A Uniform Lower Error Bound for Half-Space Learning.

[BibT_eX]

[DOI]

Andreas Maurer

Massimiliano Pontil

Proceedings of the Algorithmic Learning Theory, 19th International Conference, 2008

2006

Concentration inequalities for functions of independent variables.

[BibT_eX]

[DOI]

Andreas Maurer

Random Struct. Algorithms, 2006

Bounds for Linear Multi-Task Learning.

[BibT_eX]

[DOI]

Andreas Maurer

J. Mach. Learn. Res., 2006

The Rademacher Complexity of Linear Transformation Classes.

[BibT_eX]

[DOI]

Andreas Maurer

Proceedings of the Learning Theory, 19th Annual Conference on Learning Theory, 2006

2005

Algorithmic Stability and Meta-Learning.

[BibT_eX]

[DOI]

Andreas Maurer

J. Mach. Learn. Res., 2005

Generalization Bounds for Subspace Selection and Hyperbolic PCA.

[BibT_eX]

[DOI]

Andreas Maurer

Proceedings of the Subspace, 2005

2004

A Note on the PAC Bayesian Theorem

[BibT_eX]

[DOI]

Andreas Maurer

CoRR, 2004

Andreas Maurer

Timeline

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