| Cognitive Architecture for Decision-Making Based on Brain Principles Programming (in Russian) | Feb 18, 2023 | Decision Making | —Unverified | 0 |
| Calibrating the Rigged Lottery: Making All Tickets Reliable | Feb 18, 2023 | AllDecision Making | CodeCode Available | 0 |
| Designing Equitable Algorithms | Feb 17, 2023 | Decision MakingFairness | CodeCode Available | 0 |
| Competent but Rigid: Identifying the Gap in Empowering AI to Participate Equally in Group Decision-Making | Feb 17, 2023 | Decision Making | —Unverified | 0 |
| Utilization of domain knowledge to improve POMDP belief estimation | Feb 17, 2023 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Trieste: Efficiently Exploring The Depths of Black-box Functions with TensorFlow | Feb 16, 2023 | Active LearningBayesian Optimization | CodeCode Available | 2 |
| From Contextual Data to Newsvendor Decisions: On the Actual Performance of Data-Driven Algorithms | Feb 16, 2023 | Decision Making | —Unverified | 0 |
| Linear Bandits with Memory: from Rotting to Rising | Feb 16, 2023 | Decision MakingModel Selection | —Unverified | 0 |
| Counterfactual Reasoning for Bias Evaluation and Detection in a Fairness under Unawareness setting | Feb 16, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Preventing Discriminatory Decision-making in Evolving Data Streams | Feb 16, 2023 | Decision MakingFairness | —Unverified | 0 |
| Automated Movement Detection with Dirichlet Process Mixture Models and Electromyography | Feb 15, 2023 | Decision MakingSpecificity | —Unverified | 0 |
| On time-consistent equilibrium stopping under aggregation of diverse discount rates | Feb 15, 2023 | Decision MakingDiversity | —Unverified | 0 |
| A Pilot Evaluation of ChatGPT and DALL-E 2 on Decision Making and Spatial Reasoning | Feb 15, 2023 | Decision MakingSpatial Reasoning | —Unverified | 0 |
| A Case Study on Designing Evaluations of ML Explanations with Simulated User Studies | Feb 15, 2023 | Decision MakingFraud Detection | —Unverified | 0 |
| Deep Offline Reinforcement Learning for Real-world Treatment Optimization Applications | Feb 15, 2023 | Decision MakingManagement | —Unverified | 0 |
| Efficiency in European Air Traffic Management -- A Fundamental Analysis of Data, Models, and Methods | Feb 15, 2023 | BenchmarkingDecision Making | —Unverified | 0 |
| Best Arm Identification for Stochastic Rising Bandits | Feb 15, 2023 | Decision MakingModel Selection | CodeCode Available | 0 |
| When Demonstrations Meet Generative World Models: A Maximum Likelihood Framework for Offline Inverse Reinforcement Learning | Feb 15, 2023 | Autonomous Drivingcontinuous-control | CodeCode Available | 1 |
| To Risk or Not to Risk: Learning with Risk Quantification for IoT Task Offloading in UAVs | Feb 14, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| ChatCAD: Interactive Computer-Aided Diagnosis on Medical Image using Large Language Models | Feb 14, 2023 | Decision MakingLesion Segmentation | CodeCode Available | 1 |
| Effective Dimension in Bandit Problems under Censorship | Feb 14, 2023 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Graph Attention Multi-Agent Fleet Autonomy for Advanced Air Mobility | Feb 14, 2023 | Decision MakingDecoder | —Unverified | 0 |
| Scalable Bayesian optimization with high-dimensional outputs using randomized prior networks | Feb 14, 2023 | Bayesian OptimizationDecision Making | CodeCode Available | 0 |
| Human-Centric Multimodal Machine Learning: Recent Advances and Testbed on AI-based Recruitment | Feb 13, 2023 | Decision MakingFairness | CodeCode Available | 1 |
| Self-mediated exploration in artificial intelligence inspired by cognitive psychology | Feb 13, 2023 | Decision Making | —Unverified | 0 |