| Fairness in Credit Scoring: Assessment, Implementation and Profit Implications | Mar 2, 2021 | Decision MakingFairness | CodeCode Available | 1 |
| Fairness in Ranking under Uncertainty | Jul 14, 2021 | Decision MakingFairness | CodeCode Available | 1 |
| Certified Reinforcement Learning with Logic Guidance | Feb 2, 2019 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 1 |
| Fault-Tolerant Federated Reinforcement Learning with Theoretical Guarantee | Oct 26, 2021 | Decision MakingFederated Learning | CodeCode Available | 1 |
| A2-FPN for Semantic Segmentation of Fine-Resolution Remotely Sensed Images | Feb 16, 2021 | Decision MakingScene Understanding | CodeCode Available | 1 |
| FedGCS: A Generative Framework for Efficient Client Selection in Federated Learning via Gradient-based Optimization | May 10, 2024 | Decision MakingDecoder | CodeCode Available | 1 |
| Beyond Uniform Sampling: Offline Reinforcement Learning with Imbalanced Datasets | Oct 6, 2023 | D4RLDecision Making | CodeCode Available | 1 |
| Beyond Trivial Counterfactual Explanations with Diverse Valuable Explanations | Mar 18, 2021 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 |
| Bias in Multimodal AI: Testbed for Fair Automatic Recruitment | Apr 15, 2020 | Decision MakingPerson Recognition | CodeCode Available | 1 |
| Beyond Greedy Search: Tracking by Multi-Agent Reinforcement Learning-based Beam Search | May 19, 2022 | Decision MakingImage Captioning | CodeCode Available | 1 |
| Beyond ELBOs: A Large-Scale Evaluation of Variational Methods for Sampling | Jun 11, 2024 | Decision MakingVariational Inference | CodeCode Available | 1 |
| Bidirectional Model-based Policy Optimization | Jul 4, 2020 | Decision Makingmodel | CodeCode Available | 1 |
| Forecasting Future World Events with Neural Networks | Jun 30, 2022 | Decision MakingDiversity | CodeCode Available | 1 |
| Benchmarks for Deep Off-Policy Evaluation | Mar 30, 2021 | Benchmarkingcontinuous-control | CodeCode Available | 1 |
| From Classification to Clinical Insights: Towards Analyzing and Reasoning About Mobile and Behavioral Health Data With Large Language Models | Nov 21, 2023 | Decision Making | CodeCode Available | 1 |
| From Parity to Preference-based Notions of Fairness in Classification | Jun 30, 2017 | ClassificationDecision Making | CodeCode Available | 1 |
| From Questions to Clinical Recommendations: Large Language Models Driving Evidence-Based Clinical Decision Making | May 15, 2025 | Decision Making | CodeCode Available | 1 |
| AvalonBench: Evaluating LLMs Playing the Game of Avalon | Oct 8, 2023 | Decision Making | CodeCode Available | 1 |
| Benchmarking saliency methods for chest X-ray interpretation | Oct 10, 2022 | BenchmarkingDecision Making | CodeCode Available | 1 |
| BetaZero: Belief-State Planning for Long-Horizon POMDPs using Learned Approximations | May 31, 2023 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| Beyond calibration: estimating the grouping loss of modern neural networks | Oct 28, 2022 | Decision Makingscoring rule | CodeCode Available | 1 |
| GATSBI: Generative Agent-centric Spatio-temporal Object Interaction | Apr 9, 2021 | Decision MakingObject | CodeCode Available | 1 |
| Generalising Discrete Action Spaces with Conditional Action Trees | Apr 15, 2021 | Decision Makingreinforcement-learning | CodeCode Available | 1 |
| A Justice-Based Framework for the Analysis of Algorithmic Fairness-Utility Trade-Offs | Jun 6, 2022 | Decision MakingFairness | CodeCode Available | 1 |
| Bidirectional Representation Learning from Transformers using Multimodal Electronic Health Record Data to Predict Depression | Sep 26, 2020 | Decision MakingDisease Prediction | CodeCode Available | 1 |
