Max Zimmer

9 papers · 2023–2025 · 3 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (13) 🌉 Interdisciplinary Bridge ❓ The Questioner ⚡ Prolific Year (5)

Conferences

ICML (5) ICLR (3) AISTATS (1)

Top co-authors

Sebastian Pokutta (8) Christoph Spiegel (3) Fabian Gieseke (3) Philippe Ciais (3) Sassan Saatchi (2) Jan Pauls (2) Berkant Turan (2) Martin Schwartz (2) Gabriel Belouze (1) Kartikey Sharma (1)

Keywords

probabilistic modeling (1) feature correlation (1) mutual information (1) interpretability guarantee (1) interactive proof (1) neural network (1) multi-agent system (1)

Papers

DUNIA: Pixel-Sized Embeddings via Cross-Modal Alignment for Earth Observation Applications ICML 2025

Neural Discovery in Mathematics: Do Machines Dream of Colored Planes? ICML 2025

Capturing Temporal Dynamics in Large-Scale Canopy Tree Height Estimation ICML 2025

On the Byzantine-Resilience of Distillation-Based Federated Learning ICLR 2025

Approximating Latent Manifolds in Neural Networks via Vanishing Ideals ICML 2025

Estimating Canopy Height at Scale ICML 2024

Sparse Model Soups: A Recipe for Improved Pruning via Model Averaging ICLR 2024

Interpretability Guarantees with Merlin-Arthur Classifiers AISTATS 2024

How I Learned to Stop Worrying and Love Retraining ICLR 2023