Pierre Schaus
6 papers · 2018–2022 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(10)
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Hot Topic Early Bird
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Research topics
Keywords
combinatorial optimization
(4)
decision tree
(2)
optimal decision tree
(2)
interpretable model
(2)
decision diagram
(2)
itemset mining
(2)
constraint programming
(2)
mixed integer programming
(1)
decision tree learning
(1)
traveling salesman problem
(1)
classification model
(1)
search algorithm
(1)
filtering algorithm
(1)
local search
(1)
branch-and-bound search
(1)
depth-constrained tree
(1)
large neighborhood search
(1)
depth constraint
(1)
production planning
(1)
multi-valued decision diagram
(1)
Papers
Large Neighborhood Search with Decision Diagrams
IJCAI 2022
Ddo, a Generic and Efficient Framework for MDD-Based Optimization
IJCAI 2020
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
Compact-MDD: Efficiently Filtering (s)MDD Constraints with Reversible Sparse Bit-sets
IJCAI 2018