| Accuracy and Fairness Trade-offs in Machine Learning: A Stochastic Multi-Objective Approach | Aug 3, 2020 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
| Dynamics Generalization via Information Bottleneck in Deep Reinforcement Learning | Aug 3, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| QPLEX: Duplex Dueling Multi-Agent Q-Learning | Aug 3, 2020 | Decision MakingMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| Tracking the Race Between Deep Reinforcement Learning and Imitation Learning -- Extended Version | Aug 3, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Making Decisions under Model Misspecification | Aug 1, 2020 | Decision Makingmodel | —Unverified | 0 |
| Diverse and Admissible Trajectory Prediction through Multimodal Context Understanding | Aug 1, 2020 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| Robot-based facade spatial assembly optimization | Aug 1, 2020 | Decision MakingPosition | CodeCode Available | 0 |
| Green Offloading in Fog-Assisted IoT Systems: An Online Perspective Integrating Learning and Control | Aug 1, 2020 | Decision Making | —Unverified | 0 |
| Sentiment Analysis based Multi-person Multi-criteria Decision Making Methodology using Natural Language Processing and Deep Learning for Smarter Decision Aid. Case study of restaurant choice using TripAdvisor reviews | Jul 31, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| Stochastic Low-rank Tensor Bandits for Multi-dimensional Online Decision Making | Jul 31, 2020 | Decision MakingMarketing | CodeCode Available | 0 |
| Parallel, Self Organizing, Consensus Neural Networks | Jul 30, 2020 | Decision Making | —Unverified | 0 |
| Moody Learners -- Explaining Competitive Behaviour of Reinforcement Learning Agents | Jul 30, 2020 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Fairness-Aware Online Personalization | Jul 30, 2020 | Cloud ComputingDecision Making | CodeCode Available | 0 |
| Stopping Criterion Design for Recursive Bayesian Classification: Analysis and Decision Geometry | Jul 30, 2020 | Decision MakingGeneral Classification | —Unverified | 0 |
| Towards a new Social Choice Theory | Jul 30, 2020 | Decision Making | —Unverified | 0 |
| Random Forests for dependent data | Jul 30, 2020 | Decision MakingGaussian Processes | CodeCode Available | 1 |
| Visual Analysis of Discrimination in Machine Learning | Jul 30, 2020 | BIG-bench Machine LearningCrime Prediction | —Unverified | 0 |
| On the Use of Interpretable Machine Learning for the Management of Data Quality | Jul 29, 2020 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Compare and Select: Video Summarization with Multi-Agent Reinforcement Learning | Jul 29, 2020 | Decision MakingMulti-agent Reinforcement Learning | —Unverified | 0 |
| A framework for optimizing COVID-19 testing policy using a Multi Armed Bandit approach | Jul 28, 2020 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| Assessing Risks of Biases in Cognitive Decision Support Systems | Jul 28, 2020 | Decision MakingFace Recognition | —Unverified | 0 |
| Greedy Bandits with Sampled Context | Jul 27, 2020 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| Do recommender systems function in the health domain: a system review | Jul 26, 2020 | Collaborative FilteringDecision Making | —Unverified | 0 |
| Data-efficient visuomotor policy training using reinforcement learning and generative models | Jul 26, 2020 | Decision MakingDisentanglement | —Unverified | 0 |
| Proactive Tasks Management based on a Deep Learning Model | Jul 25, 2020 | Decision MakingDeep Learning | —Unverified | 0 |
