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Home Members Zimmer, Max, Dr.

Zimmer, Max, Dr.

Max Zimmer

Contact

Position
Staff
Room
3037
Phone
+49 30 84185-276
Email
Email
Website
http://maxzimmer.org/
Division
Mathematical Algorithmic Intelligence
Department
AI in Society, Science and Technology
Group
Interactive Optimization and Learning

Publications

2025
Approximating Latent Manifolds in Neural Networks via Vanishing Ideals Proceedings of the 42nd International Conference on Machine Learning, pp. 48734-48761, Vol.267, PMLR, 2025 Nico Pelleriti, Max Zimmer, Elias Wirth, Sebastian Pokutta BibTeX
arXiv
Capturing Temporal Dynamics in Large-Scale Canopy Tree Height Estimation Proceedings of the 42nd International Conference on Machine Learning, pp. 48422-48438, Vol.267, PMLR, 2025 Jan Pauls, Max Zimmer, Berkant Turan, Sassan Saatchi, Philippe Ciais, Sebastian Pokutta, Fabian Gieseke BibTeX
arXiv
Compressed sparse tiles for memory-efficient unstructured and semi-structured sparsity Proceedings of the ICLR Workshop on Sparsity in LLMs, 2025 Mike Lasby, Max Zimmer, Sebastian Pokutta, Erik Schultheis BibTeX
Compression-aware training of neural networks using Frank-Wolfe Mathematical Optimization for Machine Learning: Proceedings of the MATH+ Thematic Einstein Semester 2023, K. Fackeldey (Ed.), De Gruyter, pp. 137-168, 2025 Max Zimmer, Christoph Spiegel, Sebastian Pokutta BibTeX
DOI
Computational Algebra with Attention: Transformer Oracles for Border Basis Algorithms Proceedings of the Conference on Neural Information Processing Systems, 2025 Hiroshi Kera, Nico Pelleriti, Yuki Ishihara, Max Zimmer, Sebastian Pokutta BibTeX
DUNIA: Pixel-Sized Embeddings via Cross-Modal Alignment for Earth Observation Applications Proceedings of the 42nd International Conference on Machine Learning, pp. 16375-16406, Vol.267, PMLR, 2025 Ibrahim Fayad, Max Zimmer, Martin Schwartz, Philippe Ciais, Fabian Gieseke, Gabriel Belouze, Sarah Brood, Aurelien De Truchis, Alexandre d'Aspremont BibTeX
arXiv
Neural Discovery in Mathematics: Do Machines Dream of Colored Planes? Proceedings of the 42nd International Conference on Machine Learning, pp. 45236-45255, Vol.267, PMLR, 2025 Konrad Mundinger, Max Zimmer, Aldo Kiem, Christoph Spiegel, Sebastian Pokutta BibTeX
arXiv
On the byzantine-resilience of distillation-based federated learning 13th International Conference on Learning Representations (ICLR 2025), 2025 Christophe Roux, Max Zimmer, Sebastian Pokutta BibTeX
arXiv
2024
Estimating canopy height at scale Proceedings of the 41st International Conference on Machine Learning, pp. 39972-39988, Vol.235, PMLR, 2024 Jan Pauls, Max Zimmer, Una M Kelly, Martin Schwartz, Sassan Saatchi, Philippe Ciais, Sebastian Pokutta, Martin Brandt, Fabian Gieseke BibTeX
Extending the Continuum of Six-Colorings Geombinatorics Quarterly, 34(1), pp. 20-29, 2024 Konrad Mundinger, Sebastian Pokutta, Christoph Spiegel, Max Zimmer BibTeX
arXiv
Extending the Continuum of Six-Colorings Discrete Mathematics Days 2024, pp. 178-183, 2024 Konrad Mundinger, Sebastian Pokutta, Christoph Spiegel, Max Zimmer BibTeX
DOI
Interpretability Guarantees with Merlin-Arthur Classifiers Proceedings of The 27th International Conference on Artificial Intelligence and Statistics, pp. 1963-1971, Vol.238, PMLR, 2024 Stephan Wäldchen, Kartikey Sharma, Berkant Turan, Max Zimmer, Sebastian Pokutta BibTeX
Sparse Model Soups 12th International Conference on Learning Representations (ICLR 2024), 2024, ISBN: 9781713898658 Max Zimmer, Christoph Spiegel, Sebastian Pokutta BibTeX
2023
How I Learned to Stop Worrying and Love Retraining Proceedings of International Conference on Learning Representations, 2023 Max Zimmer, Christoph Spiegel, Sebastian Pokutta BibTeX
2020
Deep Neural Network Training with Frank-Wolfe 2020 Sebastian Pokutta, Christoph Spiegel, Max Zimmer BibTeX
arXiv