Marvin N. Wright
6 papers · 2023–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🗺️
Taxonomy Completionist
(12)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
feature effect
(2)
generative modeling
(2)
density estimation
(1)
temporal dynamics
(1)
feature importance
(1)
consistency
(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)
survival model
(1)
explainable artificial intelligence
(1)
recursive partitioning
(1)
shapley additive explanation
(1)
gradient-based explanation
(1)
Papers
Conditional Feature Importance with Generative Modeling Using Adversarial Random Forests
AAAI 2025
Fast Estimation of Partial Dependence Functions using Trees
ICML 2025
Gradient-based Explanations for Deep Learning Survival Models
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