| Robust Online Learning for Resource Allocation -- Beyond Euclidean Projection and Dynamic Fit | Oct 21, 2019 | Decision Making | —Unverified | 0 |
| Two Case Studies of Experience Prototyping Machine Learning Systems in the Wild | Oct 21, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Good, Better, Best: Textual Distractors Generation for Multiple-Choice Visual Question Answering via Reinforcement Learning | Oct 21, 2019 | Data AugmentationDecision Making | —Unverified | 0 |
| Human-Like Decision Making: Document-level Aspect Sentiment Classification via Hierarchical Reinforcement Learning | Oct 21, 2019 | Decision MakingGeneral Classification | —Unverified | 0 |
| Policy Learning for Malaria Control | Oct 20, 2019 | Bayesian OptimizationDecision Making | CodeCode Available | 0 |
| Autonomous Industrial Management via Reinforcement Learning: Self-Learning Agents for Decision-Making -- A Review | Oct 20, 2019 | Decision MakingFault Detection | —Unverified | 0 |
| CAI4CAI: The Rise of Contextual Artificial Intelligence in Computer Assisted Interventions | Oct 20, 2019 | Decision Making | —Unverified | 0 |
| Optimal Immunization Policy Using Dynamic Programming | Oct 19, 2019 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Family history information extraction via deep joint learning | Oct 18, 2019 | Decision Making | —Unverified | 0 |
| The TCGA Meta-Dataset Clinical Benchmark | Oct 18, 2019 | Decision MakingPrognosis | CodeCode Available | 0 |
| Multi-View Reinforcement Learning | Oct 18, 2019 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Task-Based Learning via Task-Oriented Prediction Network with Applications in Finance | Oct 17, 2019 | Decision Making | —Unverified | 0 |
| Statistical Parameter Selection for Clustering Persistence Diagrams | Oct 17, 2019 | ClusteringDecision Making | —Unverified | 0 |
| Achieving Robustness to Aleatoric Uncertainty with Heteroscedastic Bayesian Optimisation | Oct 17, 2019 | Bayesian OptimisationDecision Making | CodeCode Available | 1 |
| Explainable Authorship Verification in Social Media via Attention-based Similarity Learning | Oct 17, 2019 | Authorship VerificationDecision Making | CodeCode Available | 0 |
| Design, Benchmarking and Explainability Analysis of a Game-Theoretic Framework towards Energy Efficiency in Smart Infrastructure | Oct 16, 2019 | BenchmarkingDecision Making | —Unverified | 0 |
| Explainable AI for Intelligence Augmentation in Multi-Domain Operations | Oct 16, 2019 | Decision Making | —Unverified | 0 |
| Deep Reinforcement Learning meets Graph Neural Networks: exploring a routing optimization use case | Oct 16, 2019 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Do Explanations Reflect Decisions? A Machine-centric Strategy to Quantify the Performance of Explainability Algorithms | Oct 16, 2019 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| Scaling up Psychology via Scientific Regret Minimization: A Case Study in Moral Decisions | Oct 16, 2019 | Decision Makingvalid | —Unverified | 0 |
| Adaptive Exploration in Linear Contextual Bandit | Oct 15, 2019 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| Autonomous Aerial Cinematography In Unstructured Environments With Learned Artistic Decision-Making | Oct 15, 2019 | Decision MakingOcclusion Estimation | —Unverified | 0 |
| Counterfactual diagnosis | Oct 15, 2019 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 0 |
| Approximate Inference in Discrete Distributions with Monte Carlo Tree Search and Value Functions | Oct 15, 2019 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 1 |
| Global-Local Metamodel Assisted Two-Stage Optimization via Simulation | Oct 13, 2019 | Decision MakingVocal Bursts Valence Prediction | —Unverified | 0 |
