Klaus Broelemann
4 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (4) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(14)
Conferences
AAAI (1)
ICML (1)
IJCAI (1)
UAI (1)
Top co-authors
Keywords
decision tree
(2)
model interpretability
(1)
gradient optimization
(1)
interpretable model
(1)
model explanation
(1)
counterfactual explanation
(1)
sparse explanation
(1)
piecewise linear regression
(1)
shapley value
(1)
tree-based model
(1)
feature perturbation
(1)
predictive multiplicity
(1)
model tree
(1)
split criterion
(1)
interventional shapl
(1)
feature attribution
(1)
interaction value
(1)
Papers
Standardized Interpretable Fairness Measures for Continuous Risk Scores
ICML 2024
Interventional SHAP Values and Interaction Values for Piecewise Linear Regression Trees
AAAI 2023
On Counterfactual Explanations under Predictive Multiplicity
UAI 2020
A Gradient-Based Split Criterion for Highly Accurate and Transparent Model Trees
IJCAI 2019