Jakob Heiss

4 papers · 2022–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13)

Venues

AAAI (2) ICML (1) IJCAI (1)

Top co-authors

Sven Seuken (4) Jakob Weissteiner (4) Julien Siems (2) Ermis Soumalias (1) Ermis Nikiforos Soumalias (1)

Research topics

Machine Learning (4) Artificial Intelligence (3) Core AI (3) Optimization & Theory (3) Mathematics & Optimization (2) Optimization (2) Computer Science (1) Deep Learning (1) Application Areas (1) Architectures (1) Bayesian & Probabilistic (1) Core Methods (1) Foundations (1) Learning Types (1)

Keywords

combinatorial auction (4) preference elicitation (3) machine learning (2) resource allocation (1) bayesian optimization (1) winner determination (1) cognitive load (1) neural network (1) auction design (1) demand query (1) spectrum auction (1) allocative efficiency (1) efficiency loss (1) demand queries (1) uncertainty quantification (1) value queries (1) mechanism design (1) model uncertainty (1)

Papers

Prices, Bids, Values: One ML-Powered Combinatorial Auction to Rule Them All ICML 2025 Machine Learning-Powered Combinatorial Clock Auction AAAI 2024 Bayesian Optimization-Based Combinatorial Assignment AAAI 2023 Monotone-Value Neural Networks: Exploiting Preference Monotonicity in Combinatorial Assignment IJCAI 2022