
Max Zimmer
researcher at ZIBdoctoral candidate at TUB
📬 Contact
office | Room 3024 at ZIB |
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zimmer (at) zib.de | |
homepage | maxzimmer.org |
languages | German, English, and Italian |
🎓 Academic Background
Jun 2021 | M.Sc. at TUB |
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Aug 2017 | B.Sc. in Mathematics at TUB |
🔬 Research
Preprints
- Zimmer, M., Spiegel, C., and Pokutta, S. (2023). Sparse Model Soups: A Recipe for Improved Pruning Via Model Averaging.
[arXiv]
[BibTeX]
@misc{zsp_modelsoup_23, archiveprefix = {arXiv}, eprint = {2306.16788}, primaryclass = {cs.LG}, year = {2023}, author = {Zimmer, Max and Spiegel, Christoph and Pokutta, Sebastian}, title = {Sparse Model Soups: A Recipe for Improved Pruning Via Model Averaging} }
- Wäldchen, S., Sharma, K., Zimmer, M., Turan, B., and Pokutta, S. (2022). Merlin-Arthur Classifiers: Formal Interpretability with Interactive Black Boxes.
[arXiv]
[BibTeX]
@misc{wszp_merlinarthur_22, archiveprefix = {arXiv}, eprint = {2206.00759}, primaryclass = {cs.LG}, year = {2022}, author = {Wäldchen, Stephan and Sharma, Kartikey and Zimmer, Max and Turan, Berkant and Pokutta, Sebastian}, title = {Merlin-Arthur Classifiers: Formal Interpretability with Interactive Black Boxes} }
- Zimmer, M., Spiegel, C., and Pokutta, S. (2022). Compression-aware Training of Neural Networks Using Frank-Wolfe.
[arXiv]
[BibTeX]
@misc{zsp_deepsparsefw_22, archiveprefix = {arXiv}, eprint = {2205.11921}, primaryclass = {cs.LG}, year = {2022}, author = {Zimmer, Max and Spiegel, Christoph and Pokutta, Sebastian}, title = {Compression-aware Training of Neural Networks Using Frank-Wolfe} }
- Pokutta, S., Spiegel, C., and Zimmer, M. (2020). Deep Neural Network Training with Frank-Wolfe.
[arXiv]
[summary]
[code]
[BibTeX]
@misc{zsp_deepfw_20, archiveprefix = {arXiv}, eprint = {2010.07243}, primaryclass = {cs.LG}, year = {2020}, author = {Pokutta, Sebastian and Spiegel, Christoph and Zimmer, Max}, title = {Deep Neural Network Training with Frank-Wolfe}, code = {https://github.com/ZIB-IOL/StochasticFrankWolfe}, summary = {https://pokutta.com/blog/research/2020/11/11/NNFW.html} }
Conference proceedings
- Zimmer, M., Spiegel, C., and Pokutta, S. (2023). How I Learned to Stop Worrying and Love Retraining. Proceedings of International Conference on Learning Representations.
[arXiv]
[code]
[BibTeX]
@inproceedings{zsp_retrain_21, year = {2023}, booktitle = {Proceedings of International Conference on Learning Representations}, archiveprefix = {arXiv}, eprint = {2111.00843}, primaryclass = {cs.LG}, author = {Zimmer, Max and Spiegel, Christoph and Pokutta, Sebastian}, title = {How I Learned to Stop Worrying and Love Retraining}, code = {https://github.com/ZIB-IOL/BIMP} }
- Ziemke, T., Sering, L., Vargas Koch, L., Zimmer, M., Nagel, K., and Skutella, M. (2020). Flows Over Time As Continuous Limits of Packet-based Network Simulations. Proceedings of EURO Working Group on Transportation Meeting.
[BibTeX]
@inproceedings{zskzns_flows_21:1:, year = {2020}, booktitle = {Proceedings of EURO Working Group on Transportation Meeting}, author = {Ziemke, Theresa and Sering, Leon and Vargas Koch, Laura and Zimmer, Max and Nagel, Kai and Skutella, Martin}, title = {Flows Over Time As Continuous Limits of Packet-based Network Simulations} }
Full articles
- Ziemke, T., Sering, L., Vargas Koch, L., Zimmer, M., Nagel, K., and Skutella, M. (2021). Flows Over Time As Continuous Limits of Packet-based Network Simulations. Transportation Research Procedia, 52, 123–130.
DOI: 10.1016/j.trpro.2021.01.014
[URL]
[BibTeX]
@article{zskzns_flows_21, year = {2021}, journal = {Transportation Research Procedia}, volume = {52}, pages = {123-130}, doi = {10.1016/j.trpro.2021.01.014}, url = {https://sciencedirect.com/science/article/pii/S2352146521000284}, author = {Ziemke, Theresa and Sering, Leon and Vargas Koch, Laura and Zimmer, Max and Nagel, Kai and Skutella, Martin}, title = {Flows Over Time As Continuous Limits of Packet-based Network Simulations} }
💬 Talks and posters
Poster presentations
- May 2023
- International Conference on Learning Representations, Kigali