Marvin N. Wright
6 papers · 2023–2025 · 4 conferences · across top CS/AI conferences
Achievements
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Hot Topic Early Bird
Conferences
AISTATS (2)
ICML (2)
AAAI (1)
JMLR (1)
Top co-authors
Keywords
generative modeling
(2)
adversarial learning
(1)
density estimation
(1)
feature importance
(1)
feature interaction
(1)
generative model
(1)
model explanation
(1)
data synthesis
(1)
random forest
(1)
shap value
(1)
partial dependence plot
(1)
functional decomposition
(1)
interpretable region
(1)
explainable artificial intelligence
(1)
recursive partitioning
(1)
feature effect
(1)
shapley additive explanation
(1)
adversarial random forest
(1)
conditional feature importance
(1)
on-manifold sampling
(1)
Papers
Conditional Feature Importance with Generative Modeling Using Adversarial Random Forests
AAAI 2025
Gradient-based Explanations for Deep Learning Survival Models
ICML 2025
Fast Estimation of Partial Dependence Functions using Trees
ICML 2025
Decomposing Global Feature Effects Based on Feature Interactions
JMLR 2024
Adversarial Random Forests for Density Estimation and Generative Modeling
AISTATS 2023
Unifying local and global model explanations by functional decomposition of low dimensional structures
AISTATS 2023