Christian Komusiewicz
8 papers · 2015–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Half
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(5)
Mathematics & Optimization
(5)
Optimization
(4)
Optimization & Theory
(4)
Artificial Intelligence
(3)
Bayesian & Probabilistic · Artificial Intelligence
(3)
Core Methods
(2)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Architectures
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Mathematics
(1)
Representation
(1)
Keywords
bayesian network
(3)
parameterized complexity
(3)
structure learning
(3)
local search
(2)
combinatorial optimization
(2)
tree ensemble
(2)
decision tree
(2)
optimization algorithm
(1)
parameterized algorithm
(1)
sparsity constraint
(1)
graph algorithm
(1)
binary decision diagram
(1)
random forest
(1)
polytree learning
(1)
np-hard problem
(1)
optimal tree
(1)
fixed-parameter tractable
(1)
hill climbing
(1)
minimum-size decision tree
(1)
witness tree
(1)
Papers
Learning Minimum-Size BDDs: Towards Efficient Exact Algorithms
ICML 2025
Witty: An Efficient Solver for Computing Minimum-Size Decision Trees
AAAI 2025
On Computing Optimal Tree Ensembles
ICML 2023
Parameterized Local Search for Max c-Cut
IJCAI 2023
Efficient Bayesian Network Structure Learning via Parameterized Local Search on Topological Orderings
AAAI 2021
On the Parameterized Complexity of Polytree Learning
IJCAI 2021
Learning Bayesian Networks Under Sparsity Constraints: A Parameterized Complexity Analysis
IJCAI 2020
H-Index Manipulation by Merging Articles: Models, Theory, and Experiments
IJCAI 2015