Max Zimmer - RankMe

33 papers A* 8A 1C 1Journal 23

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	ECHOSAT: Estimating Canopy Height Over Space And Time. CoRR Jan Pauls, Karsten Schrödter, Sven Ligensa, Martin Schwartz, Berkant Turan, Max Zimmer, Sassan Saatchi, Sebastian Pokutta, Philippe Ciais, Fabian Gieseke
2026	J	`jnl`	From Associations to Activations: Comparing Behavioral and Hidden-State Semantic Geometry in LLMs. CoRR Louis Schiekiera, Max Zimmer, Christophe Roux, Sebastian Pokutta, Fritz Günther
2026	J	`jnl`	The Agentic Researcher: A Practical Guide to AI-Assisted Research in Mathematics and Machine Learning. CoRR Max Zimmer, Nico Pelleriti, Christophe Roux, Sebastian Pokutta
2026	J	`jnl`	When Does Sparsity Mitigate the Curse of Depth in LLMs. CoRR Dilxat Muhtar, Xinyuan Song, Sebastian Pokutta, Max Zimmer, Nico Pelleriti, Thomas Hofmann, Shiwei Liu
2025	J	`jnl`	A Free Lunch in LLM Compression: Revisiting Retraining after Pruning. CoRR Moritz Wagner, Christophe Roux, Max Zimmer, Sebastian Pokutta
2025	A*	`conf`	Approximating Latent Manifolds in Neural Networks via Vanishing Ideals. ICML Nico Pelleriti, Max Zimmer, Elias Samuel Wirth, Sebastian Pokutta
2025	J	`jnl`	Approximating Latent Manifolds in Neural Networks via Vanishing Ideals. CoRR Nico Pelleriti, Max Zimmer, Elias Samuel Wirth, Sebastian Pokutta
2025	A*	`conf`	Capturing Temporal Dynamics in Large-Scale Canopy Tree Height Estimation. ICML Jan Pauls, Max Zimmer, Berkant Turan, Sassan Saatchi, Philippe Ciais, Sebastian Pokutta, Fabian Gieseke
2025	J	`jnl`	Capturing Temporal Dynamics in Large-Scale Canopy Tree Height Estimation. CoRR Jan Pauls, Max Zimmer, Berkant Turan, Sassan Saatchi, Philippe Ciais, Sebastian Pokutta, Fabian Gieseke
2025	J	`jnl`	Computational Algebra with Attention: Transformer Oracles for Border Basis Algorithms. CoRR Hiroshi Kera, Nico Pelleriti, Yuki Ishihara, Max Zimmer, Sebastian Pokutta
2025	A*	`conf`	DUNIA: Pixel-Sized Embeddings via Cross-Modal Alignment for Earth Observation Applications. ICML Ibrahim Fayad, Max Zimmer, Martin Schwartz, Fabian Gieseke, Philippe Ciais, Gabriel Belouze, Sarah Brood, Aurélien de Truchis, Alexandre d'Aspremont
2025	J	`jnl`	DUNIA: Pixel-Sized Embeddings via Cross-Modal Alignment for Earth Observation Applications. CoRR Ibrahim Fayad, Max Zimmer, Martin Schwartz, Philippe Ciais, Fabian Gieseke, Gabriel Belouze, Sarah Brood, Aurélien de Truchis, Alexandre d'Aspremont
2025	J	`jnl`	Don't Be Greedy, Just Relax! Pruning LLMs via Frank-Wolfe. CoRR Christophe Roux, Max Zimmer, Alexandre d'Aspremont, Sebastian Pokutta
2025	A*	`conf`	Neural Discovery in Mathematics: Do Machines Dream of Colored Planes? ICML Konrad Mundinger, Max Zimmer, Aldo Kiem, Christoph Spiegel, Sebastian Pokutta
2025	J	`jnl`	Neural Discovery in Mathematics: Do Machines Dream of Colored Planes? CoRR Konrad Mundinger, Max Zimmer, Aldo Kiem, Christoph Spiegel, Sebastian Pokutta
2025	J	`jnl`	Neural Sum-of-Squares: Certifying the Nonnegativity of Polynomials with Transformers. CoRR Nico Pelleriti, Christoph Spiegel, Shiwei Liu, David Martínez-Rubio, Max Zimmer, Sebastian Pokutta
2025	A*	`conf`	On the Byzantine-Resilience of Distillation-Based Federated Learning. ICLR Christophe Roux, Max Zimmer, Sebastian Pokutta
2025	J	`jnl`	RECON: Robust symmetry discovery via Explicit Canonical Orientation Normalization. CoRR Alonso Urbano, David W. Romero, Max Zimmer, Sebastian Pokutta
2025	J	`jnl`	SparseSwaps: Tractable LLM Pruning Mask Refinement at Scale. CoRR Max Zimmer, Christophe Roux, Moritz Wagner, Deborah Hendrych, Sebastian Pokutta
2024	A*	`conf`	Estimating Canopy Height at Scale. ICML Jan Pauls, Max Zimmer, Una M. Kelly, Martin Schwartz, Sassan Saatchi, Philippe Ciais, Sebastian Pokutta, Martin Brandt, Fabian Gieseke
2024	J	`jnl`	Estimating Canopy Height at Scale. CoRR Jan Pauls, Max Zimmer, Una M. Kelly, Martin Schwartz, Sassan Saatchi, Philippe Ciais, Sebastian Pokutta, Martin Brandt, Fabian Gieseke
2024	A	`conf`	Interpretability Guarantees with Merlin-Arthur Classifiers. AISTATS Stephan Wäldchen, Kartikey Sharma, Berkant Turan, Max Zimmer, Sebastian Pokutta
2024	J	`jnl`	Neural Parameter Regression for Explicit Representations of PDE Solution Operators. CoRR Konrad Mundinger, Max Zimmer, Sebastian Pokutta
2024	J	`jnl`	On the Byzantine-Resilience of Distillation-Based Federated Learning. CoRR Christophe Roux, Max Zimmer, Sebastian Pokutta
2024	A*	`conf`	Sparse Model Soups: A Recipe for Improved Pruning via Model Averaging. ICLR Max Zimmer, Christoph Spiegel, Sebastian Pokutta
2023	C	`conf`	How Do Different Types of Testing Goals Affect Test Case Design? ICTSS Dia Istanbuly, Max Zimmer, Gregory Gay
2023	A*	`conf`	How I Learned to Stop Worrying and Love Retraining. ICLR Max Zimmer, Christoph Spiegel, Sebastian Pokutta
2023	J	`jnl`	PERP: Rethinking the Prune-Retrain Paradigm in the Era of LLMs. CoRR Max Zimmer, Megi Andoni, Christoph Spiegel, Sebastian Pokutta
2023	J	`jnl`	Sparse Model Soups: A Recipe for Improved Pruning via Model Averaging. CoRR Max Zimmer, Christoph Spiegel, Sebastian Pokutta
2022	J	`jnl`	Compression-aware Training of Neural Networks using Frank-Wolfe. CoRR Max Zimmer, Christoph Spiegel, Sebastian Pokutta
2022	J	`jnl`	Merlin-Arthur Classifiers: Formal Interpretability with Interactive Black Boxes. CoRR Stephan Wäldchen, Kartikey Sharma, Max Zimmer, Sebastian Pokutta
2021	J	`jnl`	How I Learned to Stop Worrying and Love Retraining. CoRR Max Zimmer, Christoph Spiegel, Sebastian Pokutta
2020	J	`jnl`	Deep Neural Network Training with Frank-Wolfe. CoRR Sebastian Pokutta, Christoph Spiegel, Max Zimmer