| Perfusion parameter estimation using neural networks and data augmentation | Oct 11, 2018 | Data AugmentationDecision Making | —Unverified | 0 |
| MOANOFS: Multi-Objective Automated Negotiation based Online Feature Selection System for Big Data Classification | Oct 11, 2018 | Binary ClassificationDecision Making | —Unverified | 0 |
| Deep Neural Network Compression for Aircraft Collision Avoidance Systems | Oct 9, 2018 | Collision AvoidanceDecision Making | —Unverified | 0 |
| What made you do this? Understanding black-box decisions with sufficient input subsets | Oct 9, 2018 | Decision Making | CodeCode Available | 0 |
| Optimized Gated Deep Learning Architectures for Sensor Fusion | Oct 8, 2018 | Activity RecognitionAutonomous Driving | —Unverified | 0 |
| Learning Tractable Probabilistic Models for Moral Responsibility and Blame | Oct 8, 2018 | Decision MakingManagement | —Unverified | 0 |
| Spatio-temporal Edge Service Placement: A Bandit Learning Approach | Oct 7, 2018 | Decision MakingEdge-computing | —Unverified | 0 |
| Discretizing Logged Interaction Data Biases Learning for Decision-Making | Oct 6, 2018 | Decision MakingTime Series | —Unverified | 0 |
| Accelerated Labeling of Discrete Abstractions for Autonomous Driving Subject to LTL Specifications | Oct 5, 2018 | Autonomous DrivingDecision Making | —Unverified | 0 |
| AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and Mitigating Unwanted Algorithmic Bias | Oct 3, 2018 | BenchmarkingDecision Making | CodeCode Available | 0 |
| From Soft Classifiers to Hard Decisions: How fair can we be? | Oct 3, 2018 | Decision MakingFairness | CodeCode Available | 0 |
| Machine learning for estimation of building energy consumption and performance | Oct 2, 2018 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Commonsense Justification for Action Explanation | Oct 1, 2018 | Decision Making | CodeCode Available | 0 |
| MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling | Oct 1, 2018 | Decision MakingDialogue Management | —Unverified | 0 |
| Cross-topic Argument Mining from Heterogeneous Sources | Oct 1, 2018 | Argument MiningDecision Making | —Unverified | 0 |
| Conversational Decision-Making Model for Predicting the King's Decision in the Annals of the Joseon Dynasty | Oct 1, 2018 | Decision Making | —Unverified | 0 |
| Modeling Temporality of Human Intentions by Domain Adaptation | Oct 1, 2018 | Decision MakingDomain Adaptation | —Unverified | 0 |
| Challenges of Using Text Classifiers for Causal Inference | Oct 1, 2018 | Causal InferenceDecision Making | CodeCode Available | 0 |
| Adaptive Game-Theoretic Decision Making for Autonomous Vehicle Control at Roundabouts | Oct 1, 2018 | Decision Making | —Unverified | 0 |
| Efficient Sequence Labeling with Actor-Critic Training | Sep 30, 2018 | Decision MakingNER | CodeCode Available | 0 |
| Interactive Learning with Corrective Feedback for Policies based on Deep Neural Networks | Sep 30, 2018 | Car RacingDecision Making | CodeCode Available | 0 |
| Refining Manually-Designed Symbol Grounding and High-Level Planning by Policy Gradients | Sep 29, 2018 | Decision Making | —Unverified | 0 |
| EDDI: Efficient Dynamic Discovery of High-Value Information with Partial VAE | Sep 28, 2018 | Decision MakingDiagnostic | CodeCode Available | 0 |
| Active Fairness in Algorithmic Decision Making | Sep 28, 2018 | ClassificationDecision Making | —Unverified | 0 |
| Estimation of Personalized Effects Associated With Causal Pathways | Sep 27, 2018 | counterfactualDecision Making | —Unverified | 0 |