| Safe Policy Learning through Extrapolation: Application to Pre-trial Risk Assessment | Sep 22, 2021 | Decision Making | —Unverified | 0 |
| Benchmarking Lane-changing Decision-making for Deep Reinforcement Learning | Sep 22, 2021 | Autonomous DrivingBenchmarking | —Unverified | 0 |
| Early Lane Change Prediction for Automated Driving Systems Using Multi-Task Attention-based Convolutional Neural Networks | Sep 22, 2021 | Decision Making | CodeCode Available | 1 |
| Deep Policies for Online Bipartite Matching: A Reinforcement Learning Approach | Sep 21, 2021 | Decision Makingreinforcement-learning | CodeCode Available | 1 |
| Learning offline: memory replay in biological and artificial reinforcement learning | Sep 21, 2021 | Continual LearningDecision Making | —Unverified | 0 |
| Early and Revocable Time Series Classification | Sep 21, 2021 | ClassificationDecision Making | —Unverified | 0 |
| Off-line approximate dynamic programming for the vehicle routing problem with a highly variable customer basis and stochastic demands | Sep 21, 2021 | Decision MakingQ-Learning | —Unverified | 0 |
| A Distance-based Anomaly Detection Framework for Deep Reinforcement Learning | Sep 21, 2021 | Anomaly DetectionAtari Games | —Unverified | 0 |
| Toward a Fairness-Aware Scoring System for Algorithmic Decision-Making | Sep 21, 2021 | Decision MakingFairness | —Unverified | 0 |
| Vaccine allocation policy optimization and budget sharing mechanism using Thompson sampling | Sep 21, 2021 | Decision MakingManagement | CodeCode Available | 0 |
| Optimal Team Economic Decisions in Counter-Strike | Sep 20, 2021 | Decision Making | —Unverified | 0 |
| Deep Bayesian Estimation for Dynamic Treatment Regimes with a Long Follow-up Time | Sep 20, 2021 | Decision Makingregression | —Unverified | 0 |
| Assisted Learning for Organizations with Limited Imbalanced Data | Sep 20, 2021 | Decision Making | —Unverified | 0 |
| POI Alias Discovery in Delivery Addresses using User Locations | Sep 20, 2021 | Decision Making | —Unverified | 0 |
| Modeling Annotation Uncertainty with Gaussian Heatmaps in Landmark Localization | Sep 20, 2021 | Decision MakingPosition | CodeCode Available | 1 |
| Algorithmic Fairness Verification with Graphical Models | Sep 20, 2021 | Decision MakingFairness | CodeCode Available | 0 |
| Learning to be Fair: A Consequentialist Approach to Equitable Decision-Making | Sep 18, 2021 | Decision MakingFairness | CodeCode Available | 0 |
| Fairness Maximization among Offline Agents in Online-Matching Markets | Sep 18, 2021 | Decision MakingFairness | —Unverified | 0 |
| Computational Imaging and Artificial Intelligence: The Next Revolution of Mobile Vision | Sep 18, 2021 | Decision MakingEdge-computing | —Unverified | 0 |
| Integrating Deep Reinforcement and Supervised Learning to Expedite Indoor Mapping | Sep 17, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Data-Driven Off-Policy Estimator Selection: An Application in User Marketing on An Online Content Delivery Service | Sep 17, 2021 | Decision MakingMarketing | —Unverified | 0 |
| Accelerating Offline Reinforcement Learning Application in Real-Time Bidding and Recommendation: Potential Use of Simulation | Sep 17, 2021 | Decision MakingOffline RL | —Unverified | 0 |
| Load Balancing in Compute Clusters with Delayed Feedback | Sep 17, 2021 | Decision Making | CodeCode Available | 0 |
| Self-training with Few-shot Rationalization: Teacher Explanations Aid Student in Few-shot NLU | Sep 17, 2021 | Decision MakingNatural Language Understanding | —Unverified | 0 |
| Policy Choice and Best Arm Identification: Asymptotic Analysis of Exploration Sampling | Sep 16, 2021 | Decision MakingExperimental Design | —Unverified | 0 |
