Weissteiner, Jakob

7 publications

ICML 2025 Prices, Bids, Values: One ML-Powered Combinatorial Auction to Rule Them All Ermis Soumalias, Jakob Heiss, Jakob Weissteiner, Sven Seuken

AAAI 2024 Machine Learning-Powered Combinatorial Clock Auction Ermis Nikiforos Soumalias, Jakob Weissteiner, Jakob Heiss, Sven Seuken

AAAI 2023 Bayesian Optimization-Based Combinatorial Assignment Jakob Weissteiner, Jakob Heiss, Julien Siems, Sven Seuken

IJCAI 2022 Fourier Analysis-Based Iterative Combinatorial Auctions Jakob Weissteiner, Chris Wendler, Sven Seuken, Benjamin Lubin, Markus Püschel

IJCAI 2022 Monotone-Value Neural Networks: Exploiting Preference Monotonicity in Combinatorial Assignment Jakob Weissteiner, Jakob Heiss, Julien Siems, Sven Seuken

ICML 2022 NOMU: Neural Optimization-Based Model Uncertainty Jakob M Heiss, Jakob Weissteiner, Hanna S Wutte, Sven Seuken, Josef Teichmann

AAAI 2020 Deep Learning-Powered Iterative Combinatorial Auctions Jakob Weissteiner, Sven Seuken