| Performance of multilabel machine learning models and risk stratification schemas for predicting stroke and bleeding risk in patients with non-valvular atrial fibrillation | Feb 2, 2022 | Decision Making | —Unverified | 0 |
| Interpretability for Multimodal Emotion Recognition using Concept Activation Vectors | Feb 2, 2022 | Decision MakingEmotion Recognition | —Unverified | 0 |
| Normalise for Fairness: A Simple Normalisation Technique for Fairness in Regression Machine Learning Problems | Feb 2, 2022 | Binary ClassificationDecision Making | —Unverified | 0 |
| Multi-Agent Trajectory Prediction With Heterogeneous Edge-Enhanced Graph Attention Network | Feb 1, 2022 | Autonomous VehiclesDecision Making | CodeCode Available | 1 |
| Black-box Bayesian inference for economic agent-based models | Feb 1, 2022 | Bayesian InferenceBenchmarking | —Unverified | 0 |
| Meta-Learning Hypothesis Spaces for Sequential Decision-making | Feb 1, 2022 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| Exploring layerwise decision making in DNNs | Feb 1, 2022 | Decision Making | —Unverified | 0 |
| Protection or Peril of Following the Crowd in a Pandemic-Concurrent Flood Evacuation | Feb 1, 2022 | Decision Making | —Unverified | 0 |
| Fundamental Limits for Sensor-Based Robot Control | Jan 31, 2022 | Decision Making | CodeCode Available | 0 |
| Reinforcement Learning with Heterogeneous Data: Estimation and Inference | Jan 31, 2022 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Compactness Score: A Fast Filter Method for Unsupervised Feature Selection | Jan 31, 2022 | Decision MakingDimensionality Reduction | —Unverified | 0 |
| Neural Collaborative Filtering Bandits via Meta Learning | Jan 31, 2022 | Collaborative FilteringDecision Making | —Unverified | 0 |
| Coordinated Frequency Control through Safe Reinforcement Learning | Jan 30, 2022 | AI AgentDecision Making | —Unverified | 0 |
| Graph Convolution-Based Deep Reinforcement Learning for Multi-Agent Decision-Making in Mixed Traffic Environments | Jan 30, 2022 | Autonomous VehiclesDecision Making | CodeCode Available | 1 |
| Communication-Efficient Consensus Mechanism for Federated Reinforcement Learning | Jan 30, 2022 | Decision MakingFederated Learning | —Unverified | 0 |
| A Safety-Critical Decision Making and Control Framework Combining Machine Learning and Rule-based Algorithms | Jan 30, 2022 | Autonomous DrivingDecision Making | —Unverified | 0 |
| An Open Data and Geo-based Information Systems | Jan 29, 2022 | Decision Making | —Unverified | 0 |
| Explaining Reinforcement Learning Policies through Counterfactual Trajectories | Jan 29, 2022 | counterfactualDecision Making | CodeCode Available | 0 |
| Bellman Meets Hawkes: Model-Based Reinforcement Learning via Temporal Point Processes | Jan 29, 2022 | Decision MakingModel-based Reinforcement Learning | CodeCode Available | 0 |
| FCMNet: Full Communication Memory Net for Team-Level Cooperation in Multi-Agent Systems | Jan 28, 2022 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Learning Curves for Decision Making in Supervised Machine Learning: A Survey | Jan 28, 2022 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Fast Interpretable Greedy-Tree Sums | Jan 28, 2022 | Additive modelsDecision Making | CodeCode Available | 1 |
| Burst-dependent plasticity and dendritic amplification support target-based learning and hierarchical imitation learning | Jan 27, 2022 | Decision MakingImitation Learning | CodeCode Available | 0 |
| LAP: An Attention-Based Module for Concept Based Self-Interpretation and Knowledge Injection in Convolutional Neural Networks | Jan 27, 2022 | Decision Makingvalid | —Unverified | 0 |
| Boosting Exploration in Multi-Task Reinforcement Learning using Adversarial Networks | Jan 27, 2022 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
