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2020 – today
- 2024
[i9]Riccardo Grazzi, Julien Siems, Simon Schrodi, Thomas Brox, Frank Hutter:
Is Mamba Capable of In-Context Learning? CoRR abs/2402.03170 (2024)- [i8]Andreas Mueller, Julien Siems, Harsha Nori, David Salinas, Arber Zela, Rich Caruana, Frank Hutter:
GAMformer: In-Context Learning for Generalized Additive Models. CoRR abs/2410.04560 (2024) - [i7]Sathya Kamesh Bhethanabhotla, Omar Swelam, Julien Siems, David Salinas, Frank Hutter:
Mamba4Cast: Efficient Zero-Shot Time Series Forecasting with State Space Models. CoRR abs/2410.09385 (2024) - 2023
- [c5]Jakob Weissteiner, Jakob Heiss
, Julien Siems, Sven Seuken:
Bayesian Optimization-Based Combinatorial Assignment. AAAI 2023: 5858-5866 - [c4]Julien Siems, Konstantin Ditschuneit, Winfried Ripken, Alma Lindborg, Maximilian Schambach, Johannes S. Otterbach, Martin Genzel:
Curve Your Enthusiasm: Concurvity Regularization in Differentiable Generalized Additive Models. NeurIPS 2023 - [i6]Julien Siems, Maximilian Schambach, Sebastian Schulze, Johannes S. Otterbach:
Interpretable Reinforcement Learning via Neural Additive Models for Inventory Management. CoRR abs/2303.10382 (2023) - [i5]Julien Siems, Konstantin Ditschuneit, Winfried Ripken, Alma Lindborg, Maximilian Schambach, Johannes S. Otterbach, Martin Genzel:
Curve Your Enthusiasm: Concurvity Regularization in Differentiable Generalized Additive Models. CoRR abs/2305.11475 (2023) - 2022
- [c3]Arber Zela, Julien Niklas Siems, Lucas Zimmer, Jovita Lukasik, Margret Keuper, Frank Hutter:
Surrogate NAS Benchmarks: Going Beyond the Limited Search Spaces of Tabular NAS Benchmarks. ICLR 2022 - [c2]Jakob Weissteiner, Jakob Heiss, Julien Siems, Sven Seuken:
Monotone-Value Neural Networks: Exploiting Preference Monotonicity in Combinatorial Assignment. IJCAI 2022: 541-548 - [i4]Jakob Weissteiner, Jakob Heiss, Julien Siems, Sven Seuken:
Bayesian Optimization-based Combinatorial Assignment. CoRR abs/2208.14698 (2022) - 2021
- [i3]Jakob Weissteiner, Jakob Heiss, Julien Siems, Sven Seuken:
Monotone-Value Neural Networks: Exploiting Preference Monotonicity in Combinatorial Assignment. CoRR abs/2109.15117 (2021) - 2020
- [c1]Arber Zela, Julien Siems, Frank Hutter:
NAS-Bench-1Shot1: Benchmarking and Dissecting One-shot Neural Architecture Search. ICLR 2020 - [i2]Arber Zela, Julien Siems, Frank Hutter:
NAS-Bench-1Shot1: Benchmarking and Dissecting One-shot Neural Architecture Search. CoRR abs/2001.10422 (2020) - [i1]Julien Siems, Lucas Zimmer, Arber Zela, Jovita Lukasik, Margret Keuper, Frank Hutter:
NAS-Bench-301 and the Case for Surrogate Benchmarks for Neural Architecture Search. CoRR abs/2008.09777 (2020)
Coauthor Index
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