feature attribution

Evaluating and Aggregating Feature-based Model Explanations IJCAI 2020 Explain Your Move: Understanding Agent Actions Using Specific and Relevant Feature Attribution ICLR 2020 Fairwashing explanations with off-manifold detergent ICML 2020 How does This Interaction Affect Me? Interpretable Attribution for Feature Interactions NeurIPS 2020 ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping NeurIPS 2020 Inserting Information Bottlenecks for Attribution in Transformers EMNLP 2020 Learning Deep Attribution Priors Based On Prior Knowledge NeurIPS 2020 ML-LOO: Detecting Adversarial Examples with Feature Attribution AAAI 2020 Neuron Shapley: Discovering the Responsible Neurons NeurIPS 2020 Restricting the Flow: Information Bottlenecks for Attribution ICLR 2020 Robust and Stable Black Box Explanations ICML 2020 Smoothed Geometry for Robust Attribution NeurIPS 2020 Structured Self-Attention Weights Encode Semantics in Sentiment Analysis EMNLP 2020 The elephant in the interpretability room: Why use attention as explanation when we have saliency methods? EMNLP 2020 The Many Shapley Values for Model Explanation ICML 2020 There and Back Again: Revisiting Backpropagation Saliency Methods CVPR 2020 The Shapley Taylor Interaction Index ICML 2020 Bias Also Matters: Bias Attribution for Deep Neural Network Explanation ICML 2019 Building Human-Machine Trust via Interpretability AAAI 2019 Classifier-Agnostic Saliency Map Extraction AAAI 2019 Explaining Neural Networks Semantically and Quantitatively ICCV 2019 FLEX: Faithful Linguistic Explanations for Neural Net Based Model Decisions AAAI 2019 Hierarchical interpretations for neural network predictions ICLR 2019 How Important is a Neuron ICLR 2019 Incorporating Priors with Feature Attribution on Text Classification ACL 2019