| A Search-Based Testing Approach for Deep Reinforcement Learning Agents | Jun 15, 2022 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| Bootstrapping Multi-view Representations for Fake News Detection | Jun 12, 2022 | Decision MakingFake News Detection | CodeCode Available | 1 |
| DORA: Exploring Outlier Representations in Deep Neural Networks | Jun 9, 2022 | Decision Making | CodeCode Available | 1 |
| From Attribution Maps to Human-Understandable Explanations through Concept Relevance Propagation | Jun 7, 2022 | Decision MakingExplainable artificial intelligence | CodeCode Available | 1 |
| RORL: Robust Offline Reinforcement Learning via Conservative Smoothing | Jun 6, 2022 | Decision MakingOffline RL | CodeCode Available | 1 |
| A Justice-Based Framework for the Analysis of Algorithmic Fairness-Utility Trade-Offs | Jun 6, 2022 | Decision MakingFairness | CodeCode Available | 1 |
| Distributive Justice as the Foundational Premise of Fair ML: Unification, Extension, and Interpretation of Group Fairness Metrics | Jun 6, 2022 | Decision MakingFairness | CodeCode Available | 1 |
| Dynaformer: A Deep Learning Model for Ageing-aware Battery Discharge Prediction | Jun 1, 2022 | Decision MakingManagement | CodeCode Available | 1 |
| Concept-level Debugging of Part-Prototype Networks | May 31, 2022 | Decision Making | CodeCode Available | 1 |
| ALMA: Hierarchical Learning for Composite Multi-Agent Tasks | May 27, 2022 | Decision MakingInductive Bias | CodeCode Available | 1 |
