Siems, Julien; Carstensen, Timur; Zela, Arber; Hutter, Frank; Pontil, Massimiliano; Grazzi, Riccardo DeltaProduct: Improving State-Tracking in Linear RNNs via Householder Products Inproceedings Forthcoming In: 39th Conference on Neural Information Processing Systems (NeurIPS), Forthcoming. @inproceedings{Siems2025b,
title = {DeltaProduct: Improving State-Tracking in Linear RNNs via Householder Products},
author = {Julien Siems and Timur Carstensen and Arber Zela and Frank Hutter and Massimiliano Pontil and Riccardo Grazzi},
year = {2025},
booktitle = {39th Conference on Neural Information Processing Systems (NeurIPS)},
keywords = {}
}
|
Franke, Jörg K. H.; Spiegelhalter, Urs; Nezhurina, Marianna; Jitsev, Jenia; Hutter, Frank; Hefenbrock, Michael Learning in Compact Spaces with Approximately Normalized Transformer Inproceedings Forthcoming In: 39th Conference on Neural Information Processing Systems (NeurIPS), Forthcoming. @inproceedings{Franke2025,
title = {Learning in Compact Spaces with Approximately Normalized Transformer},
author = {Jörg K.H. Franke and Urs Spiegelhalter and Marianna Nezhurina and Jenia Jitsev and Frank Hutter and Michael Hefenbrock},
year = {2025},
booktitle = {39th Conference on Neural Information Processing Systems (NeurIPS)},
keywords = {}
}
|
Arbel, Michael; Salinas, David; Hutter, Frank EquiTabPFN: A Target-Permutation Equivariant Prior Fitted Network Inproceedings Forthcoming In: 39th Conference on Neural Information Processing Systems (NeurIPS), Forthcoming. @inproceedings{Arbel2025,
title = {EquiTabPFN: A Target-Permutation Equivariant Prior Fitted Network},
author = {Michael Arbel and David Salinas and Frank Hutter},
year = {2025},
booktitle = {39th Conference on Neural Information Processing Systems (NeurIPS)},
keywords = {}
}
|
Robertson, Jake; Reuter, Arik; Guo, Siyuan; Hollmann, Noah; Hutter, Frank; Schölkopf, Bernhard Do-PFN: In-Context Learning for Causal Effect Estimation Inproceedings Forthcoming In: 39th Conference on Neural Information Processing Systems (NeurIPS), Forthcoming, (Spotlight). @inproceedings{Robertson2025b,
title = {Do-PFN: In-Context Learning for Causal Effect Estimation},
author = {Jake Robertson and Arik Reuter and Siyuan Guo and Noah Hollmann and Frank Hutter and Bernhard Schölkopf},
year = {2025},
booktitle = {39th Conference on Neural Information Processing Systems (NeurIPS)},
keywords = {}
}
|
Das, Indrashis; Safari, Mahmoud; Adriaensen, Steven; Hutter, Frank Gompertz Linear Units: Leveraging Asymmetry for Enhanced Learning Dynamics Inproceedings Forthcoming In: 39th Conference on Neural Information Processing Systems (NeurIPS), Forthcoming. @inproceedings{Das2025b,
title = {Gompertz Linear Units: Leveraging Asymmetry for Enhanced Learning Dynamics},
author = {Indrashis Das and Mahmoud Safari and Steven Adriaensen and Frank Hutter},
year = {2025},
booktitle = {39th Conference on Neural Information Processing Systems (NeurIPS)},
keywords = {}
}
|
