conftrace_

feature relevance

10 papers

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Co-occurring keywords

feature selection (649) shapley value (206) random forest (326) feature redundancy (17) variable importance (23) mean decrease impurity (3) dimensionality reduction (720) tree-based ensemble (5) parallel algorithm (79) high-dimensional datum (158)

Papers

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