Henning Petzka

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 16

Top Topics

Generalization Error Bounds

Sparsity Regularization

Top Venues

J. Mach. Learn. Res.

Publications

Linara Adilova, Amr Abourayya, Jianning Li, Amin Dada, Henning Petzka, Jan Egger, Jens Kleesiek, Michael Kamp
FAM: Relative Flatness Aware Minimization. CoRR (2023)
Linara Adilova, Amr Abourayya, Jianning Li, Amin Dada, Henning Petzka, Jan Egger, Jens Kleesiek, Michael Kamp
FAM: Relative Flatness Aware Minimization. TAG-ML (2023)
Henning Petzka, Ted Kronvall, Cristian Sminchisescu
Discriminating Against Unrealistic Interpolations in Generative Adversarial Networks. CoRR (2022)
Henning Petzka, Cristian Sminchisescu
Non-attracting Regions of Local Minima in Deep and Wide Neural Networks. J. Mach. Learn. Res. 22 (2021)
Martin Trimmel, Henning Petzka, Cristian Sminchisescu
TropEx: An Algorithm for Extracting Linear Terms in Deep Neural Networks. ICLR (2021)
Henning Petzka, Michael Kamp, Linara Adilova, Cristian Sminchisescu, Mario Boley
Relative Flatness and Generalization. NeurIPS (2021)
Henning Petzka, Linara Adilova, Michael Kamp, Cristian Sminchisescu
Feature-Robustness, Flatness and Generalization Error for Deep Neural Networks. CoRR (2020)
Henning Petzka, Martin Trimmel, Cristian Sminchisescu
Notes on the Symmetries of 2-Layer ReLU-Networks. NLDL (2020)
Henning Petzka, Linara Adilova, Michael Kamp, Cristian Sminchisescu
A Reparameterization-Invariant Flatness Measure for Deep Neural Networks. CoRR (2019)
Henning Petzka, Cristian Sminchisescu
Non-attracting Regions of Local Minima in Deep and Wide Neural Networks. CoRR (2018)
Bastian Haarmann, Claudio Martens, Henning Petzka, Giulio Napolitano
A Mighty Dataset for Stress-Testing Question Answering Systems. ICSC (2018)
Henning Petzka, Asja Fischer, Denis Lukovnikov
On the regularization of Wasserstein GANs. ICLR (Poster) (2018)
Kleanthi Georgala, Mirko Spasic, Milos Jovanovik, Henning Petzka, Michael Röder, Axel-Cyrille Ngonga Ngomo
MOCHA2017: The Mighty Storage Challenge at ESWC 2017. SemWebEval@ESWC (2017)
Henning Petzka, Claus Stadler, Georgios Katsimpras, Bastian Haarmann, Jens Lehmann
Benchmarking Faceted Browsing Capabilities of Triplestores. SEMANTiCS (2017)
Ivan Ermilov, Jens Lehmann, Gezim Sejdiu, Lorenz Bühmann, Patrick Westphal, Claus Stadler, Simon Bin, Nilesh Chakraborty, Henning Petzka, Muhammad Saleem, Axel-Cyrille Ngonga Ngomo, Hajira Jabeen
The Tale of Sansa Spark. ISWC (Posters, Demos & Industry Tracks) (2017)
Henning Petzka, Asja Fischer, Denis Lukovnikov
On the regularization of Wasserstein GANs. CoRR (2017)