Jakob Heiss
4 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π
Conference Polyglot
(3)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(11)
π§
Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
AAAI (2)
ICML (1)
IJCAI (1)
Top co-authors
Keywords
preference elicitation
(3)
combinatorial auction
(3)
model uncertainty
(1)
resource allocation
(1)
machine learning
(1)
bayesian optimization
(1)
winner determination
(1)
neural network
(1)
auction design
(1)
demand query
(1)
spectrum auction
(1)
uncertainty quantification
(1)
allocative efficiency
(1)
mechanism design
(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