Scherf, Nico

5 publications

TMLR 2026 Relative Geometry of Neural Forecasters: Linking Accuracy and Alignment in Learned Latent Geometry Deniz Kucukahmetler, Maximilian Jean Hemmann, Julian Mosig von Aehrenfeld, Maximilian Amthor, Christian Deubel, Nico Scherf, Diaaeldin Taha

ICML 2025 Embedding Safety into RL: A New Take on Trust Region Methods Nikola Milosevic, Johannes Müller, Nico Scherf

ICLRW 2025 Exploring Geometric Representational Alignment Through Ollivier Ricci Curvature and Ricci Flow Nahid Torbati, Michael Gaebler, Simon M. Hofmann, Nico Scherf

NeurIPSW 2024 Exploring Geometric Representational Alignment Through Ollivier-Ricci Curvature and Ricci Flow Nahid Torbati, Michael Gaebler, Simon M. Hofmann, Nico Scherf

NeurIPSW 2024 Revealing the Learning Process in Reinforcement Learning Agents Through Attention-Oriented Metrics Charlotte Beylier, Simon M. Hofmann, Nico Scherf