Siegfried Nijssen
7 papers · 2009–2025 · 3 venues · across top CS/AI venues
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Achievements
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๐ Interdisciplinary Bridge ยท Silver ๐ Academic Marathon ยท Full ๐ Conference Polyglot ยท Bronze ๐ฃ Hot Topic Early Bird ๐ Keyword Champion (2)
๐งญ
Keyword Pioneer
๐
Conference Pioneer
Top co-authors
Research topics
Keywords
decision tree
(2)
constraint programming
(2)
optimal decision tree
(2)
interpretable model
(2)
itemset mining
(2)
decision tree learning
(1)
knowledge compilation
(1)
data mining
(1)
arithmetic circuit
(1)
classification model
(1)
search algorithm
(1)
binary decision diagram
(1)
graph mining
(1)
branch-and-bound search
(1)
stochastic constraint
(1)
probabilistic network
(1)
depth-constrained tree
(1)
gradient calculation
(1)
logical constraint
(1)
depth constraint
(1)
Papers
Learning from Logical Constraints with Lower- and Upper-Bound Arithmetic Circuits
IJCAI 2025
Learning Optimal Decision Trees Using Caching Branch-and-Bound Search
AAAI 2020
Learning Optimal Decision Trees using Constraint Programming (Extended Abstract)
IJCAI 2020
PyDL8.5: a Library for Learning Optimal Decision Trees
IJCAI 2020
Stochastic Constraint Propagation for Mining Probabilistic Networks
IJCAI 2019
MiningZinc: A Modeling Language for Constraint-based Mining
IJCAI 2013
Polynomial-Delay Enumeration of Monotonic Graph Classes
JMLR 2009