Pierre Schaus
6 papers · 2018–2022 · 2 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (11)
🗺️
Taxonomy Completionist
(11)
Conferences
IJCAI (5)
AAAI (1)
Top co-authors
Keywords
combinatorial optimization
(4)
itemset mining
(2)
decision tree
(2)
interpretable model
(2)
constraint programming
(2)
optimal decision tree
(2)
decision diagram
(2)
mixed integer programming
(1)
decision tree learning
(1)
traveling salesman problem
(1)
depth constraint
(1)
production planning
(1)
classification model
(1)
search algorithm
(1)
filtering algorithm
(1)
multi-valued decision diagram
(1)
local search
(1)
branch-and-bound search
(1)
and-or search
(1)
bitwise operation
(1)
Papers
Large Neighborhood Search with Decision Diagrams
IJCAI 2022
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
Ddo, a Generic and Efficient Framework for MDD-Based Optimization
IJCAI 2020
Compact-MDD: Efficiently Filtering (s)MDD Constraints with Reversible Sparse Bit-sets
IJCAI 2018