ML Anthology

Franke, Jörg K.H.

14 publications

ICLRW 2025 Bayesian Approximation of RNA Folding Times Dominik Scheuer, Frederic Runge, Jörg K.H. Franke, Michael T. Wolfinger, Christoph Flamm, Frank Hutter
ICLR 2025 Beyond Random Augmentations: Pretraining with Hard Views Fabio Ferreira, Ivo Rapant, Jörg K.H. Franke, Frank Hutter
ICLR 2025 KinPFN: Bayesian Approximation of RNA Folding Kinetics Using Prior-Data Fitted Networks Dominik Scheuer, Frederic Runge, Jörg K.H. Franke, Michael T. Wolfinger, Christoph Flamm, Frank Hutter
NeurIPS 2025 Learning in Compact Spaces with Approximately Normalized Transformer Jörg K.H. Franke, Urs Spiegelhalter, Marianna Nezhurina, Jenia Jitsev, Frank Hutter, Michael Hefenbrock
ICLR 2025 Unlocking State-Tracking in Linear RNNs Through Negative Eigenvalues Riccardo Grazzi, Julien Siems, Arber Zela, Jörg K.H. Franke, Frank Hutter, Massimiliano Pontil
NeurIPS 2024 HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models Rhea Sanjay Sukthanker, Arber Zela, Benedikt Staffler, Aaron Klein, Lennart Purucker, Jörg K. H. Franke, Frank Hutter
NeurIPS 2024 Improving Deep Learning Optimization Through Constrained Parameter Regularization Jörg K.H. Franke, Michael Hefenbrock, Gregor Koehler, Frank Hutter
ICLRW 2024 RNA-Protein Interaction Classification via Sequence Embeddings Dominika Matus, Frederic Runge, Jörg K.H. Franke, Lars Gerne, Michael Uhl, Frank Hutter, Rolf Backofen
WACV 2024 RecycleNet: Latent Feature Recycling Leads to Iterative Decision Refinement Gregor Köhler, Tassilo Wald, Constantin Ulrich, David Zimmerer, Paul F. Jäger, Jörg K.H. Franke, Simon Kohl, Fabian Isensee, Klaus H. Maier-Hein
ICLRW 2024 Towards Generative RNA Design with Tertiary Interactions Sharat Patil, Frederic Runge, Jörg K.H. Franke, Frank Hutter
NeurIPSW 2024 Transfer Learning for Finetuning Large Language Models Tobias Strangmann, Lennart Purucker, Jörg K.H. Franke, Ivo Rapant, Fabio Ferreira, Frank Hutter
NeurIPSW 2024 Unlocking State-Tracking in Linear RNNs Through Negative Eigenvalues Riccardo Grazzi, Julien Siems, Jörg K.H. Franke, Arber Zela, Frank Hutter, Massimiliano Pontil
NeurIPSW 2023 New Horizons in Parameter Regularization: A Constraint Approach Jörg K.H. Franke, Michael Hefenbrock, Gregor Koehler, Frank Hutter
ICLR 2021 Sample-Efficient Automated Deep Reinforcement Learning Jörg K.H. Franke, Gregor Koehler, André Biedenkapp, Frank Hutter