| Context-Aware Design of Cyber-Physical Human Systems (CPHS) | Jan 7, 2020 | Decision Making | —Unverified | 0 |
| Machine Learning Approach to Detect Cardiac Arrhythmias in ECG Signals: | Jan 3, 2020 | ArticlesDecision Making | —Unverified | 0 |
| On Consequentialism and Fairness | Jan 2, 2020 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Restricting the Flow: Information Bottlenecks for Attribution | Jan 2, 2020 | Decision Making | CodeCode Available | 1 |
| Uniform Convergence of Rank-weighted Learning | Jan 1, 2020 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Learning From Strategic Agents: Accuracy, Improvement, and Causality | Jan 1, 2020 | Decision Making | —Unverified | 0 |
| Implicit Learning Dynamics in Stackelberg Games: Equilibria Characterization, Convergence Analysis, and Empirical Study | Jan 1, 2020 | Decision Making | —Unverified | 0 |
| Global Decision-Making via Local Economic Transactions | Jan 1, 2020 | Decision Making | —Unverified | 0 |
| Cost-effectively Identifying Causal Effect When Only Response Variable Observable | Jan 1, 2020 | Decision Making | —Unverified | 0 |
| Kernel Methods for Cooperative Multi-Agent Learning with Delays | Jan 1, 2020 | ClusteringDecision Making | —Unverified | 0 |
| A general recurrent state space framework for modeling neural dynamics during decision-making | Jan 1, 2020 | Decision MakingOpen-Ended Question Answering | —Unverified | 0 |
| How to Solve Fair k-Center in Massive Data Models | Jan 1, 2020 | Data SummarizationDecision Making | —Unverified | 0 |
| Designing Optimal Dynamic Treatment Regimes: A Causal Reinforcement Learning Approach | Jan 1, 2020 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Influenza Forecasting Framework based on Gaussian Processes | Jan 1, 2020 | Decision MakingGaussian Processes | —Unverified | 0 |
| Expert Learning through Generalized Inverse Multiobjective Optimization: Models, Insights and Algorithms | Jan 1, 2020 | ClusteringDecision Making | —Unverified | 0 |
| Robust Multi-Agent Decision-Making with Heavy-Tailed Payoffs | Jan 1, 2020 | Decision Making | —Unverified | 0 |
| Reinforcement Learning with Differential Privacy | Jan 1, 2020 | Decision MakingPrivacy Preserving | —Unverified | 0 |
| Transparency Promotion with Model-Agnostic Linear Competitors | Jan 1, 2020 | Decision Makingmodel | —Unverified | 0 |
| Uniform Convergence of Rank-weighted Learning | Jan 1, 2020 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| SVQN: Sequential Variational Soft Q-Learning Networks | Jan 1, 2020 | Decision MakingQ-Learning | —Unverified | 0 |
| Modeling and Counteracting Exposure Bias in Recommender Systems | Jan 1, 2020 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Multi-lane Detection Using Instance Segmentation and Attentive Voting | Jan 1, 2020 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Information Theoretic Model Predictive Q-Learning | Dec 31, 2019 | Decision Makingmodel | —Unverified | 0 |
| Leveraging Semi-Supervised Learning for Fairness using Neural Networks | Dec 31, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Learning from Learning Machines: Optimisation, Rules, and Social Norms | Dec 29, 2019 | Decision MakingOpen-Ended Question Answering | —Unverified | 0 |
| Value of structural health information in partially observable stochastic environments | Dec 28, 2019 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| A Multicriteria Decision Making Approach to Study the Barriers to the Adoption of Autonomous Vehicles | Dec 27, 2019 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Crowdfunding Dynamics Tracking: A Reinforcement Learning Approach | Dec 27, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Academic Performance Estimation with Attention-based Graph Convolutional Networks | Dec 26, 2019 | Decision MakingPrediction | —Unverified | 0 |
| Characterizing the Decision Boundary of Deep Neural Networks | Dec 24, 2019 | Decision Making | CodeCode Available | 0 |
| Towards Multicellular Biological Deep Neural Nets Based on Transcriptional Regulation | Dec 24, 2019 | Decision Making | CodeCode Available | 0 |
| Teaching Responsible Data Science: Charting New Pedagogical Territory | Dec 23, 2019 | Decision MakingEthics | —Unverified | 0 |
| Direct and indirect reinforcement learning | Dec 23, 2019 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Exploring Interpretability for Predictive Process Analytics | Dec 22, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Optimize Cash Collection: Use Machine learning to Predicting Invoice Payment | Dec 20, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Understanding Deep Neural Network Predictions for Medical Imaging Applications | Dec 20, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| One-Shot Decision-Making with and without Surrogates | Dec 19, 2019 | Decision Makingregression | CodeCode Available | 0 |
| Measuring the Quality of Explanations: The System Causability Scale (SCS). Comparing Human and Machine Explanations | Dec 19, 2019 | Decision MakingExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Iterative and Adaptive Sampling with Spatial Attention for Black-Box Model Explanations | Dec 18, 2019 | Decision Making | —Unverified | 0 |
| Econometrics For Decision Making: Building Foundations Sketched By Haavelmo And Wald | Dec 17, 2019 | Decision MakingEconometrics | —Unverified | 0 |
| Learning Generalizable Visual Representations via Interactive Gameplay | Dec 17, 2019 | Decision MakingReinforcement Learning | —Unverified | 0 |
| Learning from Discriminatory Training Data | Dec 17, 2019 | counterfactualDecision Making | —Unverified | 0 |
| Neural Mechanisms of Human Decision-Making | Dec 16, 2019 | Decision Making | —Unverified | 0 |
| On the Explanation of Machine Learning Predictions in Clinical Gait Analysis | Dec 16, 2019 | BIG-bench Machine LearningClassification | CodeCode Available | 0 |
| Complexity of Stochastic Dual Dynamic Programming | Dec 16, 2019 | Decision MakingReinforcement Learning | —Unverified | 0 |
| Privacy-Preserving Collaborative Operation of Networked Microgrids with the Local Utility Grid Based on Enhanced Benders Decomposition | Dec 13, 2019 | Decision MakingPrivacy Preserving | —Unverified | 0 |
| A mechanical and economical based framework to help decision-makers for natural hazards and malicious events impact on infrastructure prevention | Dec 13, 2019 | Decision Making | —Unverified | 0 |
| Intracellular Energy Variability Modulates Cellular Decision-Making Capacity | Dec 13, 2019 | Decision Making | —Unverified | 0 |
| Fair Contextual Multi-Armed Bandits: Theory and Experiments | Dec 13, 2019 | Decision MakingFairness | —Unverified | 0 |
| An Interval-Valued Utility Theory for Decision Making with Dempster-Shafer Belief Functions | Dec 13, 2019 | Decision Making | —Unverified | 0 |