Henning Petzka

According to our database, Henning Petzka authored at least 13 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

FAM: Relative Flatness Aware Minimization.

Linara Adilova, Amr Abourayya, Jianning Li, Amin Dada, Henning Petzka, Jan Egger, Jens Kleesiek, Michael Kamp

Proceedings of the Topological, 2023

2022

Discriminating Against Unrealistic Interpolations in Generative Adversarial Networks.

Henning Petzka, Ted Kronvall, Cristian Sminchisescu

CoRR, 2022

2021

Non-attracting Regions of Local Minima in Deep and Wide Neural Networks.

Henning Petzka, Cristian Sminchisescu

J. Mach. Learn. Res., 2021

Relative Flatness and Generalization.

Henning Petzka, Michael Kamp, Linara Adilova, Cristian Sminchisescu, Mario Boley

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

TropEx: An Algorithm for Extracting Linear Terms in Deep Neural Networks.

Martin Trimmel, Henning Petzka, Cristian Sminchisescu

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Feature-Robustness, Flatness and Generalization Error for Deep Neural Networks.

Henning Petzka, Linara Adilova, Michael Kamp, Cristian Sminchisescu

CoRR, 2020

Notes on the Symmetries of 2-Layer ReLU-Networks.

Henning Petzka, Martin Trimmel, Cristian Sminchisescu

Proceedings of the 2020 Northern Lights Deep Learning Workshop, 2020

2019

A Reparameterization-Invariant Flatness Measure for Deep Neural Networks.

Henning Petzka, Linara Adilova, Michael Kamp, Cristian Sminchisescu

CoRR, 2019

2018

A Mighty Dataset for Stress-Testing Question Answering Systems.

Bastian Haarmann, Claudio Martens, Henning Petzka, Giulio Napolitano

Proceedings of the 12th IEEE International Conference on Semantic Computing, 2018

On the regularization of Wasserstein GANs.

Henning Petzka, Asja Fischer, Denis Lukovnikov

Proceedings of the 6th International Conference on Learning Representations, 2018

2017

The Tale of Sansa Spark.

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

Proceedings of the ISWC 2017 Posters & Demonstrations and Industry Tracks co-located with 16th International Semantic Web Conference (ISWC 2017), Vienna, Austria, October 23rd - to, 2017

Benchmarking Faceted Browsing Capabilities of Triplestores.

Henning Petzka, Claus Stadler, Georgios Katsimpras, Bastian Haarmann, Jens Lehmann

Proceedings of the 13th International Conference on Semantic Systems, 2017

MOCHA2017: The Mighty Storage Challenge at ESWC 2017.

Kleanthi Georgala, Mirko Spasic, Milos Jovanovik, Henning Petzka, Michael Röder, Axel-Cyrille Ngonga Ngomo

Proceedings of the Semantic Web Challenges, 2017