Sicco Verwer
5 papers · 2016–2023 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (4) π Academic Marathon (7) π Renaissance Researcher (5) π Interdisciplinary Bridge
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Taxonomy Completionist
(15)
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Keyword Pioneer
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Hot Topic Early Bird
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Conference Pioneer
Conferences
AAAI (2)
ICML (1)
IJCAI (1)
PGM (1)
Top co-authors
Keywords
decision tree
(4)
mixed-integer programming
(2)
robust optimization
(2)
adversarial example
(2)
adversarial robustness
(2)
time series
(1)
multivariate analysis
(1)
integer programming
(1)
integer linear programming
(1)
multivariate time series
(1)
adversarial attack
(1)
hidden markov model
(1)
bayesian network
(1)
state space model
(1)
probabilistic graphical model
(1)
mixed-integer linear programming
(1)
random forest
(1)
classification tree
(1)
explainable model
(1)
interpretable policy
(1)
Papers
Optimal Decision Tree Policies for Markov Decision Processes
IJCAI 2023
Robust Optimal Classification Trees against Adversarial Examples
AAAI 2022
Efficient Training of Robust Decision Trees Against Adversarial Examples
ICML 2021
Learning Optimal Classification Trees Using a Binary Linear Program Formulation
AAAI 2019
Learning Complex Uncertain States Changes via Asymmetric Hidden Markov Models: an Industrial Case
PGM 2016