conftrace_

feature importance

139 papers

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Also known as

FI

Co-occurring keywords

model interpretability (519) model explanation (155) explainable ai (480) shapley value (206) neural network (6616) feature attribution (280) text classification (6793) model interpretation (93) explainable artificial intelligence (130) random forest (326)

Papers

Many Faces of Feature Importance: Comparing Built-in and Post-hoc Feature Importance in Text Classification EMNLP 2019
Explainable Deep Neural Networks for Multivariate Time Series Predictions IJCAI 2019
Sanity Checks for Saliency Maps NIPS 2018
DALEX: Explainers for Complex Predictive Models in R JMLR 2018
A Symbolic Approach to Explaining Bayesian Network Classifiers IJCAI 2018
How much should you ask? On the question structure in QA systems. EMNLP 2018
Interpreting Neural Networks with Nearest Neighbors EMNLP 2018
Human-in-the-Loop Interpretability Prior NIPS 2018
NISP: Pruning Networks Using Neuron Importance Score Propagation CVPR 2018
Rule induction for global explanation of trained models EMNLP 2018
Variable Importance Using Decision Trees NIPS 2017
Wavelet decompositions of Random Forests - smoothness analysis, sparse approximation and applications JMLR 2016
How to Explain Individual Classification Decisions JMLR 2010
Understanding the Value of Features for Coreference Resolution EMNLP 2008