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| Learning Causal Bayesian Networks from Text | Nov 26, 2020 | Decision MakingForm | —Unverified | 0 |
| Advancing diagnostic performance and clinical usability of neural networks via adversarial training and dual batch normalization | Nov 25, 2020 | Decision MakingDiagnostic | CodeCode Available | 0 |
| AI virtues -- The missing link in putting AI ethics into practice | Nov 25, 2020 | Decision MakingEthics | —Unverified | 0 |
| ColdGAN: Resolving Cold Start User Recommendation by using Generative Adversarial Networks | Nov 25, 2020 | Decision Making | —Unverified | 0 |
| The Landscape of Ontology Reuse Approaches | Nov 25, 2020 | Decision Making | —Unverified | 0 |
| Discovering Avoidable Planner Failures of Autonomous Vehicles using Counterfactual Analysis in Behaviorally Diverse Simulation | Nov 24, 2020 | Autonomous Vehiclescounterfactual | —Unverified | 0 |
| A New Approach of Data Pre-processing for Data Compression in Smart Grids | Nov 24, 2020 | Data CompressionDecision Making | —Unverified | 0 |
| Decoupled Sparse Gaussian Processes Components]Decoupled Sparse Gaussian Processes Components : Separating Decision Making from Data Manifold Fitting | Nov 23, 2020 | Decision MakingGaussian Processes | —Unverified | 0 |
| The Epps effect under alternative sampling schemes | Nov 23, 2020 | Decision Making | CodeCode Available | 0 |
| Fairness-guided SMT-based Rectification of Decision Trees and Random Forests | Nov 22, 2020 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Large-Scale Multi-Agent Deep FBSDEs | Nov 21, 2020 | Autonomous RacingDecision Making | —Unverified | 0 |
| DLPAlign: A Deep Learning based Progressive Alignment Method for Multiple Protein Sequences | Nov 21, 2020 | Decision MakingMultiple Sequence Alignment | CodeCode Available | 0 |
| User and Item-aware Estimation of Review Helpfulness | Nov 20, 2020 | Decision MakingRecommendation Systems | —Unverified | 0 |
| RADAR-X: An Interactive Mixed Initiative Planning Interface Pairing Contrastive Explanations and Revised Plan Suggestions | Nov 19, 2020 | Decision Making | —Unverified | 0 |
| Parrot: Data-Driven Behavioral Priors for Reinforcement Learning | Nov 19, 2020 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Mechanistic modeling of African swine fever: A systematic review | Nov 19, 2020 | ArticlesDecision Making | —Unverified | 0 |
| Interval-valued aggregation functions based on moderate deviations applied to Motor-Imagery-Based Brain Computer Interface | Nov 19, 2020 | Brain Computer InterfaceDecision Making | —Unverified | 0 |
| A scoping review of causal methods enabling predictions under hypothetical interventions | Nov 19, 2020 | Causal InferenceDecision Making | —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 |
| Domain Concretization from Examples: Addressing Missing Domain Knowledge via Robust Planning | Nov 18, 2020 | Decision MakingKnown Unknowns | —Unverified | 0 |
| LAVA: Latent Action Spaces via Variational Auto-encoding for Dialogue Policy Optimization | Nov 18, 2020 | Decision MakingReinforcement Learning (RL) | —Unverified | 0 |
| Design and Stability Analysis of a Shared Mobility Market | Nov 18, 2020 | Decision Making | —Unverified | 0 |
| 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 |
| Exploring Energy-Accuracy Tradeoffs in AI Hardware | Nov 17, 2020 | Decision Making | —Unverified | 0 |
| Modality-Buffet for Real-Time Object Detection | Nov 17, 2020 | Decision MakingObject | —Unverified | 0 |
| Forecasting Probability of Default for Consumer Loan Management with Gaussian Mixture Models | Nov 16, 2020 | Binary ClassificationDecision Making | —Unverified | 0 |
| A New Bandit Setting Balancing Information from State Evolution and Corrupted Context | Nov 16, 2020 | Decision MakingEfficient Exploration | CodeCode Available | 0 |
| Personalized Cardiovascular Disease Risk Mitigation via Longitudinal Inverse Classification | Nov 16, 2020 | ClassificationDecision Making | —Unverified | 0 |
| Higher order hesitant fuzzy Choquet integral operator and its application to multiple criteria decision making | Nov 16, 2020 | Decision Making | —Unverified | 0 |
| Blind Decision Making: Reinforcement Learning with Delayed Observations | Nov 16, 2020 | Decision Makingreinforcement-learning | —Unverified | 0 |
| A Survey on the Explainability of Supervised Machine Learning | Nov 16, 2020 | BIG-bench Machine LearningDecision 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 |
| Using simulation to incorporate dynamic criteria into multiple criteria decision-making | Nov 16, 2020 | Decision 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 |
| Morshed: Guiding Behavioral Decision-Makers towards Better Security Investment in Interdependent Systems | Nov 12, 2020 | Decision Making | —Unverified | 0 |
| A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges | Nov 12, 2020 | Decision MakingEnsemble Learning | —Unverified | 0 |
| Learning Models for Actionable Recourse | Nov 12, 2020 | counterfactualDecision Making | CodeCode Available | 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 |
| Improving Classifier Confidence using Lossy Label-Invariant Transformations | Nov 9, 2020 | Decision Making | —Unverified | 0 |
| Non-equilibrium statistical physics, transitory epigenetic landscapes, and cell fate decision dynamics | Nov 9, 2020 | Decision Making | —Unverified | 0 |