| Local and Global Explanations of Agent Behavior: Integrating Strategy Summaries with Saliency Maps | May 18, 2020 | Atari GamesDecision Making | CodeCode Available | 0 |
| DBA: Distributed Backdoor Attacks against Federated Learning | May 1, 2020 | Backdoor AttackFeature Importance | CodeCode Available | 1 |
| Learning to Faithfully Rationalize by Construction | Apr 30, 2020 | Feature Importancetext-classification | CodeCode Available | 1 |
| Assessing the Reliability of Visual Explanations of Deep Models with Adversarial Perturbations | Apr 22, 2020 | Feature Importance | —Unverified | 0 |
| Identifying Semantically Duplicate Questions Using Data Science Approach: A Quora Case Study | Apr 18, 2020 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Explainable Image Classification with Evidence Counterfactual | Apr 16, 2020 | Classificationcounterfactual | —Unverified | 0 |
| Unpack Local Model Interpretation for GBDT | Apr 3, 2020 | Feature Importancemodel | —Unverified | 0 |
| Surrogate-assisted performance prediction for data-driven knowledge discovery algorithms: application to evolutionary modeling of clinical pathways | Apr 2, 2020 | ClusteringFeature Importance | —Unverified | 0 |
| Understanding Global Feature Contributions With Additive Importance Measures | Apr 1, 2020 | Feature Importance | CodeCode Available | 1 |
| Peri-Diagnostic Decision Support Through Cost-Efficient Feature Acquisition at Test-Time | Mar 31, 2020 | AttributeDiagnostic | —Unverified | 0 |
| A copula-based visualization technique for a neural network | Mar 27, 2020 | Decision MakingFeature Importance | CodeCode Available | 0 |
| From unbiased MDI Feature Importance to Explainable AI for Trees | Mar 26, 2020 | Feature Importance | —Unverified | 0 |
| TRACER: A Framework for Facilitating Accurate and Interpretable Analytics for High Stakes Applications | Mar 24, 2020 | Feature ImportanceManagement | —Unverified | 0 |
| Ground Truth Evaluation of Neural Network Explanations with CLEVR-XAI | Mar 16, 2020 | BenchmarkingExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| Channel Pruning Guided by Classification Loss and Feature Importance | Mar 15, 2020 | ClassificationFeature Importance | —Unverified | 0 |
| A Matlab Toolbox for Feature Importance Ranking | Mar 10, 2020 | Feature Importancefeature selection | CodeCode Available | 1 |
| What went wrong and when? Instance-wise Feature Importance for Time-series Models | Mar 5, 2020 | counterfactualFeature Importance | —Unverified | 0 |
| Understanding the Prediction Mechanism of Sentiments by XAI Visualization | Mar 3, 2020 | BIG-bench Machine LearningExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| What Emotions Make One or Five Stars? Understanding Ratings of Online Product Reviews by Sentiment Analysis and XAI | Feb 29, 2020 | BenchmarkingBIG-bench Machine Learning | —Unverified | 0 |
| Problems with Shapley-value-based explanations as feature importance measures | Feb 25, 2020 | Feature Importance | —Unverified | 0 |
| Feature Importance Estimation with Self-Attention Networks | Feb 11, 2020 | Feature Importance | —Unverified | 0 |
| Generating Interpretable Poverty Maps using Object Detection in Satellite Images | Feb 5, 2020 | Feature ImportanceHumanitarian | —Unverified | 0 |
| Hyperparameter Optimization for Forecasting Stock Returns | Jan 28, 2020 | Feature ImportanceHyperparameter Optimization | —Unverified | 0 |
| ¶ILCRO: Making Importance Landscapes Flat Again | Jan 27, 2020 | Feature Importanceimage-classification | —Unverified | 0 |
| Explaining Data-Driven Decisions made by AI Systems: The Counterfactual Approach | Jan 21, 2020 | counterfactualFeature Importance | —Unverified | 0 |
