explainable artificial intelligence

Human-Driven FOL Explanations of Deep Learning IJCAI 2020 Towards Trustable Explainable AI IJCAI 2020 Using Small Business Banking Data for Explainable Credit Risk Scoring AAAI 2020 Compiling Bayesian Network Classifiers into Decision Graphs AAAI 2019 Counterfactuals in Explainable Artificial Intelligence (XAI): Evidence from Human Reasoning IJCAI 2019 Deliberative Explanations: visualizing network insecurities NeurIPS 2019 Explainable and Explicit Visual Reasoning Over Scene Graphs CVPR 2019 Explainable Deep Neural Networks for Multivariate Time Series Predictions IJCAI 2019 Exploring Knowledge Graphs in an Interpretable Composite Approach for Text Entailment AAAI 2019 Human-grounded Evaluations of Explanation Methods for Text Classification EMNLP 2019 Relevance-Based Feature Masking: Improving Neural Network Based Whale Classification Through Explainable Artificial Intelligence Interspeech 2019 Strategic Tasks for Explainable Reinforcement Learning AAAI 2019 The Cluster Description Problem - Complexity Results, Formulations and Approximations NeurIPS 2018