conftrace_

partial dependence plot

5 papers

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Also known as

PDP

Co-occurring keywords

feature importance (139) interpretable machine learning (140) shap value (13) functional decomposition (7) causal mediation (8) ice plot (1) regional effect plot (1) model validation (11) model explanation (155) latent space (854)

Papers

Causal Dependence Plots NIPS 2024

Unifying local and global model explanations by functional decomposition of low dimensional structures AISTATS 2023

REPID: Regional Effect Plots with implicit Interaction Detection AISTATS 2022

Explaining Hyperparameter Optimization via Partial Dependence Plots NIPS 2021

Automated Dependence Plots UAI 2020