2025
|
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 = {}
}
|
Das, Breenda; Purucker, Lennart; Carstensen, Timur; Hutter, Frank Quickly Tuning Foundation Models for Image Segmentation Inproceedings In: Non-Archival Content Track at AutoML, 2025. @inproceedings{Das2025,
title = {Quickly Tuning Foundation Models for Image Segmentation},
author = {Breenda Das and Lennart Purucker and Timur Carstensen and Frank Hutter
},
year = {2025},
booktitle = {Non-Archival Content Track at AutoML},
keywords = {}
}
|
Carstensen, Timur; Mallik, Neeratyoy; Hutter, Frank; Rapp, Martin Frozen Layers: Memory-efficient Many-fidelity Hyperparameter Optimization Inproceedings In: Proceedings of the Fourth International Conference on Automated Machine Learning (AutoML 2025), Main Track, 2025. @inproceedings{carstensen_automl25,
title = {Frozen Layers: Memory-efficient Many-fidelity Hyperparameter Optimization},
author = {Timur Carstensen and Neeratyoy Mallik and Frank Hutter and Martin Rapp},
year = {2025},
booktitle = {Proceedings of the Fourth International Conference on Automated Machine Learning (AutoML 2025), Main Track},
keywords = {}
}
|
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). @inproceedings{Siems2025,
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 = {Foundation Models in the Wild at ICLR},
keywords = {}
}
|
2024
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Carstensen, Timur; Elsken, Thomas; Rapp, Martin In-Context Learning for Latency Estimation Inproceedings In: Proceedings of the Third International Conference on Automated Machine Learning (AutoML 2024), Workshop Track, 2024. @inproceedings{Carstensen2024b,
title = {In-Context Learning for Latency Estimation},
author = {Timur Carstensen and Thomas Elsken and Martin Rapp},
year = {2024},
booktitle = {Proceedings of the Third International Conference on Automated Machine Learning (AutoML 2024), Workshop Track},
keywords = {}
}
|
