Niels Grüttemeier
4 papers · 2020–2023 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🐣
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Research topics
Keywords
bayesian network
(3)
parameterized complexity
(3)
structure learning
(3)
local search
(2)
sparsity constraint
(1)
graph algorithm
(1)
polytree learning
(1)
fixed-parameter tractable
(1)
hill climbing
(1)
max cut
(1)
topological ordering
(1)
graph coloring
(1)
graphical model
(1)
parameterized algorithm
(1)
Papers
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