Siems, Julien Niklas

4 publications

AutoML 2024 Is Mamba Capable of In-Context Learning? Riccardo Grazzi, Julien Niklas Siems, Simon Schrodi, Thomas Brox, Frank Hutter

ICMLW 2023 Curve Your Enthusiasm: Concurvity Regularization in Differentiable Generalized Additive Models Julien Niklas Siems, Konstantin Ditschuneit, Winfried Ripken, Alma Lindborg, Maximilian Schambach, Johannes Otterbach, Martin Genzel

ICLR 2022 Surrogate NAS Benchmarks: Going Beyond the Limited Search Spaces of Tabular NAS Benchmarks Arber Zela, Julien Niklas Siems, Lucas Zimmer, Jovita Lukasik, Margret Keuper, Frank Hutter

ICMLW 2021 Dynamic Pruning of a Neural Network via Gradient Signal-to-Noise Ratio Julien Niklas Siems, Aaron Klein, Cedric Archambeau, Maren Mahsereci