Sven Seuken
19 papers · 2013–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🗺️ Taxonomy Completionist (29) 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🧬 Topic Evolution
🏆
Keyword Champion
(10)
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Keyword Collector
(67)
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Unstoppable · Bronze
🚀
Conference Pioneer
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Artificial Intelligence
(11)
Machine Learning
(11)
Core AI
(11)
Mathematics & Optimization
(9)
Optimization
(9)
Optimization & Theory
(8)
Deep Learning
(4)
Architectures
(4)
Learning Types
(4)
Application Areas
(3)
Bayesian & Probabilistic · Machine Learning
(2)
Core Methods
(2)
Computer Science
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Foundations
(1)
Keywords
combinatorial auction
(10)
mechanism design
(8)
preference elicitation
(5)
game theory
(4)
neural network
(3)
auction design
(3)
machine learning
(3)
equilibrium computation
(2)
model uncertainty
(2)
winner determination
(2)
spectrum auction
(2)
bayes-nash equilibrium
(2)
bayesian optimization
(2)
uncertainty quantification
(2)
allocative efficiency
(2)
resource allocation
(1)
dynamic programming
(1)
support vector regression
(1)
fourier analysis
(1)
nash equilibrium
(1)
Papers
Computing Perfect Bayesian Equilibria in Sequential Auctions with Verification
AAAI 2025
Prices, Bids, Values: One ML-Powered Combinatorial Auction to Rule Them All
ICML 2025
Automated Design of Affine Maximizer Mechanisms in Dynamic Settings
AAAI 2024
Machine Learning-Powered Combinatorial Clock Auction
AAAI 2024
Scalable Mechanism Design for Multi-Agent Path Finding
IJCAI 2024
Bayesian Optimization-Based Combinatorial Assignment
AAAI 2023
Fourier Analysis-based Iterative Combinatorial Auctions
IJCAI 2022
Market Design for Drone Traffic Management
AAAI 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
The Competitive Effects of Variance-based Pricing
IJCAI 2020
Fast Iterative Combinatorial Auctions via Bayesian Learning
AAAI 2019
Combinatorial Auctions via Machine Learning-based Preference Elicitation
IJCAI 2018
Non-decreasing Payment Rules for Combinatorial Auctions
IJCAI 2018
Computing Bayes-Nash Equilibria in Combinatorial Auctions with Continuous Value and Action Spaces
IJCAI 2017
Core-Selecting Payment Rules for Combinatorial Auctions with Uncertain Availability of Goods
IJCAI 2016
The Power of Local Manipulation Strategies in Assignment Mechanisms
IJCAI 2015
An Active Learning Approach to Home Heating in the Smart Grid
IJCAI 2013