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Matthias Hein | Researchclopedia

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Matthias Hein

University of Tübingen ORCID

731

Works

13,226

Citations

55

h-index

238

i10-index

Research Topics

Antenna Design and Analysis Microwave Engineering and Waveguides Physics of Superconductivity and Magnetism

Affiliations

University of Stuttgart1999–2008

Darmstadt University of Applied Sciences1989–1992

Technische Universität Ilmenau2003–2025

Federal Institute for Geosciences and Natural Resources2012–2012

Centrum Wiskunde & Informatica2011–2011

Top Works

Simple Does It: Weakly Supervised Instance and Semantic Segmentation

Anna Khoreva,Rodrigo Benenson,et al.

2017816 citations

Adversarial Robustness in Machine Learning

Antenna Design and Optimization

Latent Embeddings for Zero-Shot Classification

Yongqin Xian,Zeynep Akata,et al.

2016695 citations

Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks

Francesco Croce,Matthias Hein

2020434 citations

From Graphs to Manifolds – Weak and Strong Pointwise Consistency of Graph Laplacians

Matthias Hein,Jean-Yves Audibert,et al.

2005287 citations

An integer linear programming approach for finding deregulated subgraphs in regulatory networks

Christina Backes,Alexander Rurainski,et al.

2011260 citations

Spectral clustering based on the graph <i>p</i> -Laplacian

Thomas Bühler,Matthias Hein

2009251 citations

Graph Laplacians and their Convergence on Random Neighborhood Graphs

Matthias Hein,Jean-Yves Audibert,et al.

2007217 citations

Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks

Francesco Croce,Matthias Hein

2020203 citations

An Eigen-Analysis of Compact Antenna Arrays and Its Application to Port Decoupling

Christian Volmer,J. Weber,et al.

2008188 citations