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ICLR 2025 Publications

Main Track

Grazzi, Riccardo; Siems, Julien; Franke, Jörg; Zela, Arber; Hutter, Frank; Pontil, Massimiliano

Unlocking State-Tracking in Linear RNNs Through Negative Eigenvalues Inproceedings

In: Proceedings of the Thirteenth International Conference on Learning Representations (ICLR), 2025, (Oral).

Shala, Gresa; Biedenkapp, André; Krack, Pierre; Walter, Florian; Grabocka, Josif

Efficient Cross-Episode Meta-RL Inproceedings

In: Proceedings of the Thirteenth International Conference on Learning Representations (ICLR'25), 2025.

Scheuer*, Dominik; Runge, Frederic*; Franke, Jörg K. H.; Wolfinger, Michael T.; Flamm, Christoph; Hutter, Frank

KinPFN: Bayesian Approximation of RNA Folding Kinetics using Prior-Data Fitted Networks Inproceedings

In: Proceedings of the Thirteenth International Conference on Learning Representations (ICLR), 2025.

Soro, Bedionita; Andreis, Bruno; Lee, Hayeon; Jeong, Wonyong; Chong, Song; Hutter, Frank; Hwang, Sung Ju

Diffusion-based Neural Network Weights Generation Inproceedings

In: Proceedings of the Thirteenth International Conference on Learning Representations (ICLR), 2025.

Sukthanker, Rhea Sanjay; Zela, Arber; Staffler, Benedikt; Dooley, Samuel; Grabocka, Josif; Hutter, Frank

Multi-objective Differentiable Neural Architecture Search Proceeding

In: Proceedings of the Thirteenth International Conference on Learning Representations (ICLR), 2025., 2025.

Ferreira, Fabio; Rapant, Ivo; Franke, Jörg K. H.; Hutter, Frank

Beyond Random Augmentations: Pretraining with Hard Views Conference

Proceedings of the Thirteenth International Conference on Learning Representations (ICLR), 2025.

Workshops

Tschalzev, Andrej; Purucker, Lennart; Lüdtke, Stefan; Hutter, Frank; Bartelt, Christian; Stuckenschmidt, Heiner

Unreflected Use of Tabular Data Repositories Can Undermine Research Quality Inproceedings

In: The Future of Machine Learning Data Practices and Repositories at ICLR, 2025, (Spotlight).

Siems, Julien; Carstensen, Timur; Zela, Arber; Hutter, Frank; Pontil, Massimiliano; Grazzi, Riccardo

DeltaProduct: Improving State-Tracking in Linear RNNs via Householder Products Inproceedings

In: Foundation Models in the Wild at ICLR, 2025, (Oral).

Scheuer, Dominik; Runge, Frederic; Franke, Jörg; Wolfinger, Michael T.; Flamm, Christoph; Hutter, Frank

Bayesian Approximation of RNA Folding Times Inproceedings

In: Workshop on AI for Nucleic Acids at ICLR, 2025.

Viering, Tom Julian; Adriaensen, Steven; Rakotoarison, Herilalaina; Müller, Samuel; Hvarfner, Carl; Bakshy, Eytan; Hutter, Frank

$alpha$-PFN: In-Context Learning Entropy Search Inproceedings

In: The Frontiers in Probabilistic Inference: Sampling meets Learning (FPI) at ICLR, 2025.