| Machine Learning for Real-World Evidence Analysis of COVID-19 Pharmacotherapy | Jul 19, 2021 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Explainable Debugger for Black-box Machine Learning Models | Jul 18, 2021 | Anomaly DetectionBIG-bench Machine Learning | CodeCode Available | 0 |
| Desiderata for Explainable AI in statistical production systems of the European Central Bank | Jul 18, 2021 | Decision MakingFairness | —Unverified | 0 |
| High-Accuracy Model-Based Reinforcement Learning, a Survey | Jul 17, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Privacy-preserving Spatiotemporal Scenario Generation of Renewable Energies: A Federated Deep Generative Learning Approach | Jul 16, 2021 | Decision MakingFederated Learning | —Unverified | 0 |
| Explainable AI Enabled Inspection of Business Process Prediction Models | Jul 16, 2021 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Is attention to bounding boxes all you need for pedestrian action prediction? | Jul 16, 2021 | AllAutonomous Vehicles | CodeCode Available | 0 |
| Autonomy 2.0: Why is self-driving always 5 years away? | Jul 16, 2021 | Decision MakingImage Generation | —Unverified | 0 |
| Auto-detecting groups based on textual similarity for group recommendations | Jul 15, 2021 | Decision MakingRecommendation Systems | —Unverified | 0 |
| Personalized and Reliable Decision Sets: Enhancing Interpretability in Clinical Decision Support Systems | Jul 15, 2021 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| High-level Decisions from a Safe Maneuver Catalog with Reinforcement Learning for Safe and Cooperative Automated Merging | Jul 15, 2021 | Decision MakingReinforcement Learning (RL) | —Unverified | 0 |
| USCO-Solver: Solving Undetermined Stochastic Combinatorial Optimization Problems | Jul 15, 2021 | Combinatorial OptimizationDecision Making | CodeCode Available | 0 |
| GREN: Graph-Regularized Embedding Network for Weakly-Supervised Disease Localization in X-ray Images | Jul 14, 2021 | Decision Making | CodeCode Available | 0 |
| Q-SMASH: Q-Learning-based Self-Adaptation of Human-Centered Internet of Things | Jul 13, 2021 | Decision MakingMulti-agent Reinforcement Learning | —Unverified | 0 |
| AutoScore-Imbalance: An interpretable machine learning tool for development of clinical scores with rare events data | Jul 13, 2021 | Decision MakingInterpretable Machine Learning | CodeCode Available | 0 |
| Fairness-aware Summarization for Justified Decision-Making | Jul 13, 2021 | Data PoisoningDecision Making | —Unverified | 0 |
| Clustering-Based Representation Learning through Output Translation and Its Application to Remote--Sensing Images | Jul 13, 2021 | ClusteringDecision Making | CodeCode Available | 0 |
| Recent Advances in Leveraging Human Guidance for Sequential Decision-Making Tasks | Jul 13, 2021 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Inverse Contextual Bandits: Learning How Behavior Evolves over Time | Jul 13, 2021 | BenchmarkingDecision Making | CodeCode Available | 0 |
| Calibrated Uncertainty for Molecular Property Prediction using Ensembles of Message Passing Neural Networks | Jul 13, 2021 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Scalable, Axiomatic Explanations of Deep Alzheimer's Diagnosis from Heterogeneous Data | Jul 13, 2021 | Decision Making | CodeCode Available | 0 |
| What classifiers know what they don't? | Jul 13, 2021 | Decision Making | CodeCode Available | 0 |
| Strategic Instrumental Variable Regression: Recovering Causal Relationships From Strategic Responses | Jul 12, 2021 | Decision MakingFairness | CodeCode Available | 0 |
| Metalearning Linear Bandits by Prior Update | Jul 12, 2021 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Calibrating Predictions to Decisions: A Novel Approach to Multi-Class Calibration | Jul 12, 2021 | Decision Making | —Unverified | 0 |