Zimmer, Max

Kontakt

Position

Personal

Raum

3037

Telefon

+49 30 84185-276

E-Mail

Website

http://maxzimmer.org/

Publikationen

2025

Approximating Latent Manifolds in Neural Networks via Vanishing Ideals Proceedings of the International Conference on Machine Learning, 2025 Nico Pelleriti, Max Zimmer, Elias Wirth, Sebastian Pokutta BibTeX

Capturing Temporal Dynamics in Large-Scale Canopy Tree Height Estimation Proceedings of the International Conference on Machine Learning, 2025 Jan Pauls, Max Zimmer, Berkant Turan, Sassan Saatchi, Philippe Ciais, Sebastian Pokutta, Fabian Gieseke BibTeX

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, 2025 Max Zimmer, Christoph Spiegel, Sebastian Pokutta BibTeX

DUNIA: Pixel-Sized Embeddings via Cross-Modal Alignment for Earth Observation Applications Proceedings of the International Conference on Machine Learning, 2025 Ibrahim Fayad, Max Zimmer, Martin Schwartz, Philippe Ciais, Fabian Gieseke, Gabriel Belouze, Sarah Brood, Aurelien De Truchis, Alexandre d'Aspremont BibTeX

Neural Discovery in Mathematics: Do Machines Dream of Colored Planes? Proceedings of the International Conference on Machine Learning, 2025 Konrad Mundinger, Max Zimmer, Aldo Kiem, Christoph Spiegel, Sebastian Pokutta BibTeX

On the byzantine-resilience of distillation-based federated learning Proceedings of the International Conference on Learning Representations, 2025 Christophe Roux, Max Zimmer, Sebastian Pokutta BibTeX

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