| 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 |
| Img2Tab: Automatic Class Relevant Concept Discovery from StyleGAN Features for Explainable Image Classification | Jan 16, 2023 | Decision Makingimage-classification | —Unverified | 0 |
| Neuro-Symbolic World Models for Adapting to Open World Novelty | Jan 16, 2023 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Neuro-symbolic Meta Reinforcement Learning for Trading | Jan 15, 2023 | Decision MakingMeta Reinforcement Learning | —Unverified | 0 |
| Adapting Modeling and Simulation Credibility Standards to Computational Systems Biology | Jan 15, 2023 | Decision Making | —Unverified | 0 |
| Doubly Robust Counterfactual Classification | Jan 15, 2023 | Classificationcounterfactual | —Unverified | 0 |
| Efficiency in Collective Decision-Making via Quadratic Transfers | Jan 15, 2023 | Decision Making | —Unverified | 0 |
| On the role of Model Uncertainties in Bayesian Optimization | Jan 14, 2023 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| Who Should I Trust: AI or Myself? Leveraging Human and AI Correctness Likelihood to Promote Appropriate Trust in AI-Assisted Decision-Making | Jan 14, 2023 | Decision Making | —Unverified | 0 |
| The Role of Heuristics and Biases During Complex Choices with an AI Teammate | Jan 14, 2023 | Decision Making | —Unverified | 0 |
| Hematoxylin and eosin stained oral squamous cell carcinoma histological images dataset | Jan 13, 2023 | Decision MakingDiagnostic | CodeCode Available | 1 |
| Fairness and Sequential Decision Making: Limits, Lessons, and Opportunities | Jan 13, 2023 | Decision MakingFairness | —Unverified | 0 |
| AAAI 2022 Fall Symposium: Lessons Learned for Autonomous Assessment of Machine Abilities (LLAAMA) | Jan 13, 2023 | Decision Making | —Unverified | 0 |
| Towards Reconciling Usability and Usefulness of Explainable AI Methodologies | Jan 13, 2023 | Decision MakingExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Risk Sensitive Dead-end Identification in Safety-Critical Offline Reinforcement Learning | Jan 13, 2023 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Understanding Concept Identification as Consistent Data Clustering Across Multiple Feature Spaces | Jan 13, 2023 | ClusteringDecision Making | —Unverified | 0 |
| Thompson Sampling with Diffusion Generative Prior | Jan 12, 2023 | Decision MakingDenoising | —Unverified | 0 |
| Asynchronous training of quantum reinforcement learning | Jan 12, 2023 | Decision MakingQuantum Machine Learning | —Unverified | 0 |
| Approximate Information States for Worst-Case Control and Learning in Uncertain Systems | Jan 12, 2023 | Decision Making | —Unverified | 0 |
| Against Algorithmic Exploitation of Human Vulnerabilities | Jan 12, 2023 | Decision MakingEthics | —Unverified | 0 |
| How do "technical" design-choices made when building algorithmic decision-making tools for criminal justice authorities create constitutional dangers? | Jan 11, 2023 | Decision Making | —Unverified | 0 |
| How Does Traffic Environment Quantitatively Affect the Autonomous Driving Prediction? | Jan 11, 2023 | Autonomous DrivingDecision Making | —Unverified | 0 |
| An Overview of Artificial Intelligence-based Soft Upper Limb Exoskeleton for Rehabilitation: A Descriptive Review | Jan 11, 2023 | Decision MakingDescriptive | —Unverified | 0 |
| Inferring Gene Regulatory Neural Networks for Bacterial Decision Making in Biofilms | Jan 10, 2023 | Decision MakingGraph Neural Network | —Unverified | 0 |
| Actor-Director-Critic: A Novel Deep Reinforcement Learning Framework | Jan 10, 2023 | Action ClassificationDecision Making | —Unverified | 0 |
| Mastering Diverse Domains through World Models | Jan 10, 2023 | Atari Games 100kDecision Making | CodeCode Available | 4 |