| Safe and Adaptive Decision-Making for Optimization of Safety-Critical Systems: The ARTEO Algorithm | Nov 10, 2022 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 |
| A Lyapunov-based Approach to Safe Reinforcement Learning | May 20, 2018 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Active Learning for Decision-Making from Imbalanced Observational Data | Apr 10, 2019 | Active LearningDecision Making | CodeCode Available | 0 |
| ET5: A Novel End-to-end Framework for Conversational Machine Reading Comprehension | Sep 23, 2022 | Decision MakingMachine Reading Comprehension | CodeCode Available | 0 |
| High-dimensional forecasting with known knowns and known unknowns | Jan 26, 2024 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 |
| Measuring the Stability of Process Outcome Predictions in Online Settings | Oct 13, 2023 | Decision MakingPredictive Process Monitoring | CodeCode Available | 0 |
| Rationalising data collection for supporting decision making in building energy systems using Value of Information analysis | Aug 19, 2024 | Decision MakingManagement | CodeCode Available | 0 |
| ValueDCG: Measuring Comprehensive Human Value Understanding Ability of Language Models | Sep 30, 2023 | Decision Making | CodeCode Available | 0 |
| Measuring Agreeableness Bias in Multimodal Models | Aug 17, 2024 | Decision MakingMultiple-choice | CodeCode Available | 0 |
| Reinforcement Learning based Collective Entity Alignment with Adaptive Features | Jan 5, 2021 | Decision MakingEntity Alignment | CodeCode Available | 0 |
| Exploring the Jungle of Bias: Political Bias Attribution in Language Models via Dependency Analysis | Nov 15, 2023 | Decision MakingFairness | CodeCode Available | 0 |
| Calibrating the Rigged Lottery: Making All Tickets Reliable | Feb 18, 2023 | AllDecision Making | CodeCode Available | 0 |
| Higher-order Neural Additive Models: An Interpretable Machine Learning Model with Feature Interactions | Sep 30, 2022 | Additive modelsDecision Making | CodeCode Available | 0 |
| AutoScore-Imbalance: An interpretable machine learning tool for development of clinical scores with rare events data | Jul 13, 2021 | Decision MakingInterpretable Machine Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning for Chinese Zero pronoun Resolution | Jun 10, 2018 | Chinese Zero Pronoun ResolutionDecision Making | CodeCode Available | 0 |
| On the Impact of Feeding Cost Risk in Aquaculture Valuation and Decision Making | Sep 6, 2023 | Decision Making | CodeCode Available | 0 |
| High-Fidelity Transfer of Functional Priors for Wide Bayesian Neural Networks by Learning Activations | Oct 21, 2024 | Decision MakingModel Selection | CodeCode Available | 0 |
| Navigating the Synthetic Realm: Harnessing Diffusion-based Models for Laparoscopic Text-to-Image Generation | Dec 5, 2023 | Decision MakingImage Generation | CodeCode Available | 0 |
| Autoregressive Bandits | Dec 12, 2022 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| A code-driven tutorial on encrypted control: From pioneering realizations to modern implementations | Apr 6, 2024 | Decision Making | CodeCode Available | 0 |
| PatchCTG: Patch Cardiotocography Transformer for Antepartum Fetal Health Monitoring | Nov 12, 2024 | Decision MakingSensitivity | CodeCode Available | 0 |
| "A Good Bot Always Knows Its Limitations": Assessing Autonomous System Decision-making Competencies through Factorized Machine Self-confidence | Jul 29, 2024 | Decision Making | CodeCode Available | 0 |
| A perspective on multi-agent communication for information fusion | Nov 9, 2019 | Decision Making | CodeCode Available | 0 |
| Calibrating Deep Convolutional Gaussian Processes | May 26, 2018 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 |
| Latent Spaces Enable Transformer-Based Dose Prediction in Complex Radiotherapy Plans | Jul 11, 2024 | Decision MakingGenerative Adversarial Network | CodeCode Available | 0 |
| MedHallTune: An Instruction-Tuning Benchmark for Mitigating Medical Hallucination in Vision-Language Models | Feb 28, 2025 | Decision MakingHallucination | CodeCode Available | 0 |
| Evaluating Deep Taylor Decomposition for Reliability Assessment in the Wild | May 3, 2022 | Decision Making | CodeCode Available | 0 |
| N-BEATS neural network for mid-term electricity load forecasting | Sep 24, 2020 | Decision MakingLoad Forecasting | CodeCode Available | 0 |
| High-resolution agent-based modeling of COVID-19 spreading in a small town | Jan 13, 2021 | Decision Making | CodeCode Available | 0 |
| Calibrated Optimal Decision Making with Multiple Data Sources and Limited Outcome | Apr 21, 2021 | Decision Making | CodeCode Available | 0 |
| On the (im)possibility of fairness | Sep 23, 2016 | Decision MakingFairness | CodeCode Available | 0 |
| Auto-Platoon : Freight by example | May 19, 2024 | Decision Making | CodeCode Available | 0 |
| ISLE: An Intelligent Streaming Framework for High-Throughput AI Inference in Medical Imaging | May 24, 2023 | Decision MakingImage Classification | CodeCode Available | 0 |
| CAIS-DMA: A Decision-Making Assistant for Collaborative AI Systems | Nov 8, 2023 | Decision Making | CodeCode Available | 0 |
| Agent-State Construction with Auxiliary Inputs | Nov 15, 2022 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Near-Optimal Non-Parametric Sequential Tests and Confidence Sequences with Possibly Dependent Observations | Dec 29, 2022 | Decision MakingLEMMA | CodeCode Available | 0 |
| Hindsight and Sequential Rationality of Correlated Play | Dec 10, 2020 | counterfactualDecision Making | CodeCode Available | 0 |
| Hindsight-DICE: Stable Credit Assignment for Deep Reinforcement Learning | Jul 21, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning Agents for Strategic Production Policies in Microeconomic Market Simulations | Oct 27, 2024 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Pragmatic Image Compression for Human-in-the-Loop Decision-Making | Jul 7, 2021 | Car RacingDecision Making | CodeCode Available | 0 |
| Hindsight Learning for MDPs with Exogenous Inputs | Jul 13, 2022 | counterfactualDecision Making | CodeCode Available | 0 |
| On the Expressiveness of Approximate Inference in Bayesian Neural Networks | Sep 2, 2019 | Active LearningBayesian Inference | CodeCode Available | 0 |
| Byzantine-Robust Distributed Online Learning: Taming Adversarial Participants in An Adversarial Environment | Jul 16, 2023 | Decision Making | CodeCode Available | 0 |
| Evaluating Machine Learning Models against Clinical Protocols for Enhanced Interpretability and Continuity of Care | Nov 5, 2024 | Clinical KnowledgeDecision Making | CodeCode Available | 0 |
| Evaluating model calibration in classification | Feb 19, 2019 | ClassificationDecision Making | CodeCode Available | 0 |
| PathoWAve: A Deep Learning-based Weight Averaging Method for Improving Domain Generalization in Histopathology Images | Jun 21, 2024 | Data AugmentationDecision Making | CodeCode Available | 0 |
| Active Learning for Argument Strength Estimation | Sep 23, 2021 | Active LearningArgument Mining | CodeCode Available | 0 |
| Hire Me or Not? Examining Language Model's Behavior with Occupation Attributes | May 6, 2024 | Decision MakingFairness | CodeCode Available | 0 |
| Evaluating Short-Term Forecasting of Multiple Time Series in IoT Environments | Jun 15, 2022 | Decision MakingTime Series | CodeCode Available | 0 |
| Autonomous Capability Assessment of Sequential Decision-Making Systems in Stochastic Settings (Extended Version) | Jun 7, 2023 | Active LearningDecision Making | CodeCode Available | 0 |