| Investigating Labeler Bias in Face Annotation for Machine Learning | Jan 24, 2023 | Decision Making | —Unverified | 0 |
| Inducing Point Allocation for Sparse Gaussian Processes in High-Throughput Bayesian Optimisation | Jan 24, 2023 | Bayesian OptimisationDecision Making | —Unverified | 0 |
| Off-Policy Evaluation for Action-Dependent Non-Stationary Environments | Jan 24, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Explainable Deep Reinforcement Learning: State of the Art and Challenges | Jan 24, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Self-Supervised Learning for Enhancing Angular Resolution in Automotive MIMO Radars | Jan 24, 2023 | Decision MakingSelf-Supervised Learning | —Unverified | 0 |
| SMART: Self-supervised Multi-task pretrAining with contRol Transformers | Jan 24, 2023 | Decision MakingImitation Learning | —Unverified | 0 |
| Model Based Reinforcement Learning with Non-Gaussian Environment Dynamics and its Application to Portfolio Optimization | Jan 23, 2023 | Algorithmic TradingDecision Making | —Unverified | 0 |
| A Framework for Evaluating the Impact of Food Security Scenarios | Jan 23, 2023 | Decision MakingTime Series | —Unverified | 0 |
| ExClaim: Explainable Neural Claim Verification Using Rationalization | Jan 21, 2023 | Claim VerificationDecision Making | CodeCode Available | 0 |
| Developing Hybrid Machine Learning Models to Assign Health Score to Railcar Fleets for Optimal Decision Making | Jan 21, 2023 | Decision MakingFault Diagnosis | —Unverified | 0 |
| The Conditional Cauchy-Schwarz Divergence with Applications to Time-Series Data and Sequential Decision Making | Jan 21, 2023 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Tier Balancing: Towards Dynamic Fairness over Underlying Causal Factors | Jan 21, 2023 | Decision MakingFairness | CodeCode Available | 0 |
| Within-group fairness: A guidance for more sound between-group fairness | Jan 20, 2023 | Decision MakingFairness | —Unverified | 0 |
| Plan To Predict: Learning an Uncertainty-Foreseeing Model for Model-Based Reinforcement Learning | Jan 20, 2023 | Decision Makingmodel | CodeCode Available | 0 |
| Differential Privacy in Cooperative Multiagent Planning | Jan 20, 2023 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Causal Inference under Data Restrictions | Jan 20, 2023 | Causal Inferencecounterfactual | —Unverified | 0 |
| GBOSE: Generalized Bandit Orthogonalized Semiparametric Estimation | Jan 20, 2023 | Decision MakingManagement | —Unverified | 0 |
| Decision-Focused Evaluation: Analyzing Performance of Deployed Restless Multi-Arm Bandits | Jan 19, 2023 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Generalization through Diversity: Improving Unsupervised Environment Design | Jan 19, 2023 | Decision MakingDiversity | —Unverified | 0 |
| Tight Guarantees for Interactive Decision Making with the Decision-Estimation Coefficient | Jan 19, 2023 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Sequential Processing of Observations in Human Decision-Making Systems | Jan 18, 2023 | Decision Making | —Unverified | 0 |
| Human-Machine Collaboration for Smart Decision Making: Current Trends and Future Opportunities | Jan 18, 2023 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Understanding the Role of Human Intuition on Reliance in Human-AI Decision-Making with Explanations | Jan 18, 2023 | Decision Making | —Unverified | 0 |
| Towards the design of user-centric strategy recommendation systems for collaborative Human-AI tasks | Jan 17, 2023 | Decision MakingRecommendation Systems | —Unverified | 0 |
| Explainable, Interpretable & Trustworthy AI for Intelligent Digital Twin: Case Study on Remaining Useful Life | Jan 17, 2023 | Decision MakingExplainable Artificial Intelligence (XAI) | —Unverified | 0 |