| Design and Stability Analysis of a Shared Mobility Market | Nov 18, 2020 | Decision Making | —Unverified | 0 |
| LAVA: Latent Action Spaces via Variational Auto-encoding for Dialogue Policy Optimization | Nov 18, 2020 | Decision MakingReinforcement Learning (RL) | —Unverified | 0 |
| Domain Concretization from Examples: Addressing Missing Domain Knowledge via Robust Planning | Nov 18, 2020 | Decision MakingKnown Unknowns | —Unverified | 0 |
| A Knowledge Distillation Ensemble Framework for Predicting Short and Long-term Hospitalisation Outcomes from Electronic Health Records Data | Nov 18, 2020 | Decision MakingICU Admission | CodeCode Available | 0 |
| A User's Guide to Calibrating Robotics Simulators | Nov 17, 2020 | Decision Makingparameter estimation | CodeCode Available | 1 |
| PassGoodPool: Joint Passengers and Goods Fleet Management with Reinforcement Learning aided Pricing, Matching, and Route Planning | Nov 17, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Modality-Buffet for Real-Time Object Detection | Nov 17, 2020 | Decision MakingObject | —Unverified | 0 |
| Exploring Energy-Accuracy Tradeoffs in AI Hardware | Nov 17, 2020 | Decision Making | —Unverified | 0 |
| Forecasting Probability of Default for Consumer Loan Management with Gaussian Mixture Models | Nov 16, 2020 | Binary ClassificationDecision Making | —Unverified | 0 |
| Using simulation to incorporate dynamic criteria into multiple criteria decision-making | Nov 16, 2020 | Decision Making | —Unverified | 0 |
| Uncertainty measures for probabilistic hesitant fuzzy sets in multiple criteria decision making | Nov 16, 2020 | Decision Making | —Unverified | 0 |
| Risk-Constrained Thompson Sampling for CVaR Bandits | Nov 16, 2020 | Decision MakingThompson Sampling | —Unverified | 0 |
| Blind Decision Making: Reinforcement Learning with Delayed Observations | Nov 16, 2020 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Higher order hesitant fuzzy Choquet integral operator and its application to multiple criteria decision making | Nov 16, 2020 | Decision Making | —Unverified | 0 |
| A New Bandit Setting Balancing Information from State Evolution and Corrupted Context | Nov 16, 2020 | Decision MakingEfficient Exploration | CodeCode Available | 0 |
| A Survey on the Explainability of Supervised Machine Learning | Nov 16, 2020 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Personalized Cardiovascular Disease Risk Mitigation via Longitudinal Inverse Classification | Nov 16, 2020 | ClassificationDecision Making | —Unverified | 0 |
| Towards Trainable Saliency Maps in Medical Imaging | Nov 15, 2020 | Decision Making | —Unverified | 0 |
| Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty | Nov 15, 2020 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Stein Variational Model Predictive Control | Nov 15, 2020 | Bayesian InferenceDecision Making | —Unverified | 0 |
| Metric-Free Individual Fairness with Cooperative Contextual Bandits | Nov 13, 2020 | Decision MakingFairness | —Unverified | 0 |
| Goal-driven Command Recommendations for Analysts | Nov 12, 2020 | Decision MakingRecommendation Systems | —Unverified | 0 |
| Learning Models for Actionable Recourse | Nov 12, 2020 | counterfactualDecision Making | CodeCode Available | 0 |
| A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges | Nov 12, 2020 | Decision MakingEnsemble Learning | —Unverified | 0 |
| Morshed: Guiding Behavioral Decision-Makers towards Better Security Investment in Interdependent Systems | Nov 12, 2020 | Decision Making | —Unverified | 0 |
| When Does Uncertainty Matter?: Understanding the Impact of Predictive Uncertainty in ML Assisted Decision Making | Nov 12, 2020 | Decision Making | —Unverified | 0 |
| Reinforcement Learning with Dual-Observation for General Video Game Playing | Nov 11, 2020 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Toward Scalable and Unified Example-based Explanation and Outlier Detection | Nov 11, 2020 | Decision MakingOutlier Detection | —Unverified | 0 |
| A decision-making tool to fine-tune abnormal levels in the complete blood count tests | Nov 11, 2020 | Decision Making | —Unverified | 0 |
| Contrastive Losses and Solution Caching for Predict-and-Optimize | Nov 10, 2020 | Combinatorial OptimizationDecision Making | CodeCode Available | 0 |
| Non-equilibrium statistical physics, transitory epigenetic landscapes, and cell fate decision dynamics | Nov 9, 2020 | Decision Making | —Unverified | 0 |
| Improving Classifier Confidence using Lossy Label-Invariant Transformations | Nov 9, 2020 | Decision Making | —Unverified | 0 |
| Combining Propositional Logic Based Decision Diagrams with Decision Making in Urban Systems | Nov 9, 2020 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Robust Batch Policy Learning in Markov Decision Processes | Nov 9, 2020 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Reliable Off-policy Evaluation for Reinforcement Learning | Nov 8, 2020 | Decision MakingOff-policy evaluation | —Unverified | 0 |
| Chatbots as conversational healthcare services | Nov 8, 2020 | Decision Making | —Unverified | 0 |
| FairLens: Auditing Black-box Clinical Decision Support Systems | Nov 8, 2020 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| Crime Prediction Using Multiple-ANFIS Architecture and Spatiotemporal Data | Nov 7, 2020 | Crime PredictionDecision Making | —Unverified | 0 |
| On the Privacy Risks of Algorithmic Fairness | Nov 7, 2020 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| MAGIC: Learning Macro-Actions for Online POMDP Planning | Nov 7, 2020 | Computational EfficiencyDecision Making | CodeCode Available | 1 |
| Improving Sales Forecasting Accuracy: A Tensor Factorization Approach with Demand Awareness | Nov 6, 2020 | Decision MakingManagement | —Unverified | 0 |
| Digital Nudging with Recommender Systems: Survey and Future Directions | Nov 6, 2020 | Decision MakingRecommendation Systems | —Unverified | 0 |
| Single and Multi-Agent Deep Reinforcement Learning for AI-Enabled Wireless Networks: A Tutorial | Nov 6, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Fast Rates for Contextual Linear Optimization | Nov 5, 2020 | Decision Making | —Unverified | 0 |
| Hybrid Supervised Reinforced Model for Dialogue Systems | Nov 4, 2020 | Decision MakingDialogue Management | —Unverified | 0 |
| Adaptive Stress Testing of Trajectory Predictions in Flight Management Systems | Nov 4, 2020 | Decision MakingManagement | CodeCode Available | 1 |
| Modeling bank performance: A novel fuzzy two-stage DEA approach | Nov 4, 2020 | Decision MakingVocal Bursts Valence Prediction | —Unverified | 0 |
| HypperSteer: Hypothetical Steering and Data Perturbation in Sequence Prediction with Deep Learning | Nov 4, 2020 | Decision MakingDeep Learning | —Unverified | 0 |
| Learning and Evaluating Representations for Deep One-class Classification | Nov 4, 2020 | Anomaly DetectionClassification | CodeCode Available | 1 |
| Social Choice with Changing Preferences: Representation Theorems and Long-Run Policies | Nov 4, 2020 | Decision Making | —Unverified | 0 |