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| Resolving Spurious Correlations in Causal Models of Environments via Interventions | Feb 12, 2020 | Decision Making | —Unverified | 0 |
| Archimedean Choice Functions: an Axiomatic Foundation for Imprecise Decision Making | Feb 12, 2020 | Decision Making | —Unverified | 0 |
| Deep Learning-based End-to-end Diagnosis System for Avascular Necrosis of Femoral Head | Feb 12, 2020 | Decision MakingDiagnostic | —Unverified | 0 |
| Data Efficient Training for Reinforcement Learning with Adaptive Behavior Policy Sharing | Feb 12, 2020 | Atari GamesDecision Making | —Unverified | 0 |
| Estimating Uncertainty Intervals from Collaborating Networks | Feb 12, 2020 | Decision Makingregression | CodeCode Available | 0 |
| AI Driven Heterogeneous MEC System with UAV Assistance for Dynamic Environment -- Challenges and Solutions | Feb 11, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Bayesian Nonparametric Cost-Effectiveness Analyses: Causal Estimation and Adaptive Subgroup Discovery | Feb 11, 2020 | ClusteringDecision Making | —Unverified | 0 |
| Machine Learning in Asset Management—Part 1: Portfolio Construction—Trading Strategies | Feb 10, 2020 | Algorithmic TradingAsset Management | CodeCode Available | 2 |
| Localized Flood DetectionWith Minimal Labeled Social Media Data Using Transfer Learning | Feb 10, 2020 | Decision MakingGeneral Classification | —Unverified | 0 |
| Making Logic Learnable With Neural Networks | Feb 10, 2020 | Decision Making | CodeCode Available | 0 |
| Bayesian Residual Policy Optimization: Scalable Bayesian Reinforcement Learning with Clairvoyant Experts | Feb 7, 2020 | Decision MakingPolicy Gradient Methods | —Unverified | 0 |
| Accelerating Reinforcement Learning for Reaching using Continuous Curriculum Learning | Feb 7, 2020 | Decision Makingreinforcement-learning | —Unverified | 0 |
| The Effect of Data Augmentation on Classification of Atrial Fibrillation in Short Single-Lead ECG Signals Using Deep Neural Networks | Feb 7, 2020 | ClassificationData Augmentation | —Unverified | 0 |
| Value of Information Analysis via Active Learning and Knowledge Sharing in Error-Controlled Adaptive Kriging | Feb 6, 2020 | Active LearningBayesian Inference | —Unverified | 0 |
| Towards Semantic Noise Cleansing of Categorical Data based on Semantic Infusion | Feb 6, 2020 | Decision Making | —Unverified | 0 |
| Application of independent component analysis and TOPSIS to deal with dependent criteria in multicriteria decision problems | Feb 6, 2020 | blind source separationDecision Making | —Unverified | 0 |
| From Data to Actions in Intelligent Transportation Systems: a Prescription of Functional Requirements for Model Actionability | Feb 6, 2020 | Decision Making | —Unverified | 0 |
| Partially Observable Games for Secure Autonomy | Feb 5, 2020 | Decision Making | —Unverified | 0 |
| Does the Markov Decision Process Fit the Data: Testing for the Markov Property in Sequential Decision Making | Feb 5, 2020 | Decision Makingreinforcement-learning | CodeCode Available | 1 |
| Joint Optimization of AI Fairness and Utility: A Human-Centered Approach | Feb 5, 2020 | Decision MakingFairness | —Unverified | 0 |
| CHAIN: Concept-harmonized Hierarchical Inference Interpretation of Deep Convolutional Neural Networks | Feb 5, 2020 | Decision Making | —Unverified | 0 |
| Benchmarking Flexible Electric Loads Scheduling Algorithms under Market Price Uncertainty | Feb 4, 2020 | BenchmarkingDecision Making | CodeCode Available | 0 |
| A Generalized Flow for B2B Sales Predictive Modeling: An Azure Machine Learning Approach | Feb 4, 2020 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Bridging the Gap: Providing Post-Hoc Symbolic Explanations for Sequential Decision-Making Problems with Inscrutable Representations | Feb 4, 2020 | Decision MakingMontezuma's Revenge | —Unverified | 0 |