conftrace_

feature relevance

10 papers

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Co-occurring keywords · papers mentioning both

feature selection (6) shapley value (2) random forest (2) feature redundancy (2) variable importance (2) mean decrease impurity (2) dimensionality reduction (2) tree-based ensemble (1) parallel algorithm (1) high-dimensional data (1)

Papers

Building Reliable Explanations of Unreliable Neural Networks: Locally Smoothing Perspective of Model Interpretation CVPR 2021 From global to local MDI variable importances for random forests and when they are Shapley values NeurIPS 2021 Understanding Partial Multi-Label Learning via Mutual Information NeurIPS 2021 Feature relevance quantification in explainable AI: A causal problem AISTATS 2020 Literature Mining for Incorporating Inductive Bias in Biomedical Prediction Tasks (Student Abstract) AAAI 2020 Multi-label Feature Selection via Global Relevance and Redundancy Optimization IJCAI 2020 Reconstruction-based Unsupervised Feature Selection: An Embedded Approach IJCAI 2017 Parallel Feature Selection Inspired by Group Testing NeurIPS 2014 Understanding variable importances in forests of randomized trees NeurIPS 2013 Efficient Feature Selection via Analysis of Relevance and Redundancy JMLR 2004