| HIVE: Evaluating the Human Interpretability of Visual Explanations | Dec 6, 2021 | Decision MakingDiversity | CodeCode Available | 1 |
| Conformal Time-series Forecasting | Dec 1, 2021 | Conformal PredictionDecision Making | CodeCode Available | 1 |
| Offline Model-based Adaptable Policy Learning | Dec 1, 2021 | Decision Makingmodel | CodeCode Available | 1 |
| Efficient Symptom Inquiring and Diagnosis via Adaptive Alignment of Reinforcement Learning and Classification | Dec 1, 2021 | Decision MakingDiagnostic | CodeCode Available | 1 |
| Explaining machine-learned particle-flow reconstruction | Nov 24, 2021 | Decision MakingGraph Neural Network | CodeCode Available | 1 |
| Interpreting Machine Learning Models for Room Temperature Prediction in Non-domestic Buildings | Nov 23, 2021 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
| Attention to Fires: Multi-Channel Deep Learning Models for Wildfire Severity Prediction | Nov 22, 2021 | Burned Area DelineationDecision Making | CodeCode Available | 1 |
| Literature-Augmented Clinical Outcome Prediction | Nov 16, 2021 | Decision MakingPrediction | CodeCode Available | 1 |
| Mixed-Integer Optimization with Constraint Learning | Nov 4, 2021 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
| RLDS: an Ecosystem to Generate, Share and Use Datasets in Reinforcement Learning | Nov 4, 2021 | Decision MakingImitation Learning | CodeCode Available | 1 |
| Human Attention in Fine-grained Classification | Nov 2, 2021 | ClassificationDecision Making | CodeCode Available | 1 |
| JEDAI: A System for Skill-Aligned Explainable Robot Planning | Oct 31, 2021 | Decision MakingMotion Planning | CodeCode Available | 1 |
| Generalized Proximal Policy Optimization with Sample Reuse | Oct 29, 2021 | Decision Making | CodeCode Available | 1 |
| Conditioning Sparse Variational Gaussian Processes for Online Decision-making | Oct 28, 2021 | Active LearningDecision Making | CodeCode Available | 1 |
| Object-Aware Regularization for Addressing Causal Confusion in Imitation Learning | Oct 27, 2021 | Decision MakingImitation Learning | CodeCode Available | 1 |
| Algorithmic encoding of protected characteristics in image-based models for disease detection | Oct 27, 2021 | Decision MakingTransfer Learning | CodeCode Available | 1 |
| Fault-Tolerant Federated Reinforcement Learning with Theoretical Guarantee | Oct 26, 2021 | Decision MakingFederated Learning | CodeCode Available | 1 |
| Dynamic Causal Bayesian Optimization | Oct 26, 2021 | Bayesian OptimizationCausal Inference | CodeCode Available | 1 |
| Driving Style Recognition Using Interval Type-2 Fuzzy Inference System and Multiple Experts Decision Making | Oct 26, 2021 | Decision MakingDescriptive | CodeCode Available | 1 |
| Emulation of physical processes with Emukit | Oct 25, 2021 | Bayesian OptimizationDecision Making | CodeCode Available | 1 |
| History Aware Multimodal Transformer for Vision-and-Language Navigation | Oct 25, 2021 | Decision MakingNavigate | CodeCode Available | 1 |
| False Correlation Reduction for Offline Reinforcement Learning | Oct 24, 2021 | D4RLDecision Making | CodeCode Available | 1 |
| Sequential Voting with Relational Box Fields for Active Object Detection | Oct 21, 2021 | Active Object DetectionDecision Making | CodeCode Available | 1 |
| View Vertically: A Hierarchical Network for Trajectory Prediction via Fourier Spectrums | Oct 14, 2021 | Decision MakingRobot Navigation | CodeCode Available | 1 |
| Dense Uncertainty Estimation | Oct 13, 2021 | Decision Making | CodeCode Available | 1 |
