1 code implementation • 20 Aug 2023 • Ermis Soumalias, Jakob Weissteiner, Jakob Heiss, Sven Seuken
In this paper, we address this shortcoming by designing an ML-powered combinatorial clock auction that elicits information from the bidders only via demand queries (i. e., ``At prices $p$, what is your most preferred bundle of items?'').
no code implementations • 3 Oct 2022 • Ermis Soumalias, Behnoosh Zamanlooy, Jakob Weissteiner, Sven Seuken
We study the course allocation problem, where universities assign course schedules to students.
1 code implementation • 31 Aug 2022 • Jakob Weissteiner, Jakob Heiss, Julien Siems, Sven Seuken
In this paper, we address this shortcoming by presenting a Bayesian optimization-based combinatorial assignment (BOCA) mechanism.
1 code implementation • 26 Feb 2021 • Jakob Heiss, Jakob Weissteiner, Hanna Wutte, Sven Seuken, Josef Teichmann
To isolate the effect of model uncertainty, we focus on a noiseless setting with scarce training data.