Manuel Sorge
10 papers · 2015–2026 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (14) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (3)
π
Academic Marathon
(10)
π
Cross-Pollinator
(8)
β
The Questioner
π
Century Club
(10)
Conferences
AAAI (4)
ICML (3)
IJCAI (3)
Top co-authors
Keywords
computational complexity
(3)
decision tree
(3)
combinatorial optimization
(2)
tree ensemble
(2)
bipartite matching
(1)
optimization algorithm
(1)
ensemble learning
(1)
feature space
(1)
preference learning
(1)
dynamic programming
(1)
constraint satisfaction
(1)
machine learning
(1)
nash equilibrium
(1)
incentive design
(1)
mechanism design
(1)
graph theory
(1)
utility function
(1)
stable matching
(1)
random forest
(1)
learning theory
(1)
Papers
How Hard Is It to Explain Preferences Using Few Boolean Attributes?
AAAI 2026
Witty: An Efficient Solver for Computing Minimum-Size Decision Trees
AAAI 2025
Learning Minimum-Size BDDs: Towards Efficient Exact Algorithms
ICML 2025
Optimal Decision Tree Pruning Revisited: Algorithms and Complexity
ICML 2025
The Influence of Dimensions on the Complexity of Computing Decision Trees
AAAI 2023
Game Implementation: What Are the Obstructions?
AAAI 2023
On Computing Optimal Tree Ensembles
ICML 2023
Fractional Matchings under Preferences: Stability and Optimality
IJCAI 2021
Threshold Treewidth and Hypertree Width
IJCAI 2020
H-Index Manipulation by Merging Articles: Models, Theory, and Experiments
IJCAI 2015