Zimmer, Max

12 publications

ICML 2025 Approximating Latent Manifolds in Neural Networks via Vanishing Ideals Nico Pelleriti, Max Zimmer, Elias Samuel Wirth, Sebastian Pokutta

ICML 2025 Capturing Temporal Dynamics in Large-Scale Canopy Tree Height Estimation Jan Pauls, Max Zimmer, Berkant Turan, Sassan Saatchi, Philippe Ciais, Sebastian Pokutta, Fabian Gieseke

ICLRW 2025 Compressed Sparse Tiles for Memory-Efficient Unstructured and Semi-Structured Sparsity Mike Lasby, Max Zimmer, Sebastian Pokutta, Erik Schultheis

NeurIPS 2025 Computational Algebra with Attention: Transformer Oracles for Border Basis Algorithms Hiroshi Kera, Nico Pelleriti, Yuki Ishihara, Max Zimmer, Sebastian Pokutta

ICML 2025 DUNIA: Pixel-Sized Embeddings via Cross-Modal Alignment for Earth Observation Applications Ibrahim Fayad, Max Zimmer, Martin Schwartz, Fabian Gieseke, Philippe Ciais, Gabriel Belouze, Sarah Brood, Aurélien De Truchis, Alexandre D’Aspremont

ICML 2025 Neural Discovery in Mathematics: Do Machines Dream of Colored Planes? Konrad Mundinger, Max Zimmer, Aldo Kiem, Christoph Spiegel, Sebastian Pokutta

ICLR 2025 On the Byzantine-Resilience of Distillation-Based Federated Learning Christophe Roux, Max Zimmer, Sebastian Pokutta

ICML 2024 Estimating Canopy Height at Scale Jan Pauls, Max Zimmer, Una M. Kelly, Martin Schwartz, Sassan Saatchi, Philippe Ciais, Sebastian Pokutta, Martin Brandt, Fabian Gieseke

AISTATS 2024 Interpretability Guarantees with Merlin-Arthur Classifiers Stephan Wäldchen, Kartikey Sharma, Berkant Turan, Max Zimmer, Sebastian Pokutta

ICLRW 2024 Neural Parameter Regression for Explicit Representations of PDE Solution Operators Konrad Mundinger, Max Zimmer, Sebastian Pokutta

ICLR 2024 Sparse Model Soups: A Recipe for Improved Pruning via Model Averaging Max Zimmer, Christoph Spiegel, Sebastian Pokutta

ICLR 2023 How I Learned to Stop Worrying and Love Retraining Max Zimmer, Christoph Spiegel, Sebastian Pokutta