Jakob Weissteiner
7 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(19)
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Deep Learning
(4)
Architectures
(4)
Core AI
(4)
Optimization & Theory
(4)
Mathematics & Optimization
(3)
Optimization
(3)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Computer Science
(1)
Application Areas
(1)
Bayesian & Probabilistic
(1)
Foundations
(1)
Learning Types · Deep Learning
(1)
Keywords
combinatorial auction
(6)
preference elicitation
(4)
neural network
(3)
machine learning
(3)
uncertainty quantification
(2)
mechanism design
(2)
auction design
(2)
winner determination
(2)
bayesian optimization
(2)
model uncertainty
(2)
demand query
(1)
spectrum auction
(1)
kernelized regression
(1)
allocative efficiency
(1)
winner determination problem
(1)
efficiency loss
(1)
demand queries
(1)
value queries
(1)
fourier analysis
(1)
neural architecture
(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
Fourier Analysis-based Iterative Combinatorial Auctions
IJCAI 2022
Monotone-Value Neural Networks: Exploiting Preference Monotonicity in Combinatorial Assignment
IJCAI 2022
NOMU: Neural Optimization-based Model Uncertainty
ICML 2022
Deep Learning—Powered Iterative Combinatorial Auctions
AAAI 2020