| End-to-End Conformal Calibration for Optimization Under Uncertainty | Sep 30, 2024 | Conformal PredictionDecision Making | CodeCode Available | 1 | 5 |
| Distributional GFlowNets with Quantile Flows | Feb 11, 2023 | Decision Making | CodeCode Available | 1 | 5 |
| Dissecting and Mitigating Diffusion Bias via Mechanistic Interpretability | Mar 26, 2025 | Age/UnbiasedDecision Making | CodeCode Available | 1 | 5 |
| A Probabilistic U-Net for Segmentation of Ambiguous Images | Jun 13, 2018 | Decision MakingSegmentation | CodeCode Available | 1 | 5 |
| Do Embodied Agents Dream of Pixelated Sheep: Embodied Decision Making using Language Guided World Modelling | Jan 28, 2023 | Decision MakingMinecraft | CodeCode Available | 1 | 5 |
| A Probabilistic Graphical Model Foundation for Enabling Predictive Digital Twins at Scale | Dec 10, 2020 | Decision Making | CodeCode Available | 1 | 5 |
| Discriminative Particle Filter Reinforcement Learning for Complex Partial Observations | Feb 23, 2020 | Atari GamesDecision Making | CodeCode Available | 1 | 5 |
| Adaptive Two-Stage Cloud Resource Scaling via Hierarchical Multi-Indicator Forecasting and Bayesian Decision-Making | Aug 2, 2024 | Cloud ComputingDecision Making | CodeCode Available | 1 | 5 |
| Distributional Counterfactual Explanations With Optimal Transport | Jan 23, 2024 | counterfactualCounterfactual Explanation | CodeCode Available | 1 | 5 |
| Distributive Justice as the Foundational Premise of Fair ML: Unification, Extension, and Interpretation of Group Fairness Metrics | Jun 6, 2022 | Decision MakingFairness | CodeCode Available | 1 | 5 |
| DRIVE: Deep Reinforced Accident Anticipation with Visual Explanation | Jul 21, 2021 | Accident AnticipationDecision Making | CodeCode Available | 1 | 5 |
| DIME: Fine-grained Interpretations of Multimodal Models via Disentangled Local Explanations | Mar 3, 2022 | Decision MakingDisentanglement | CodeCode Available | 1 | 5 |
| Are Human-generated Demonstrations Necessary for In-context Learning? | Sep 26, 2023 | Arithmetic ReasoningCode Generation | CodeCode Available | 1 | 5 |
| A novel interpretable machine learning system to generate clinical risk scores: An application for predicting early mortality or unplanned readmission in a retrospective cohort study | Jan 10, 2022 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 | 5 |
| DisastIR: A Comprehensive Information Retrieval Benchmark for Disaster Management | May 20, 2025 | Decision MakingInformation Retrieval | CodeCode Available | 1 | 5 |
| Argumentative Large Language Models for Explainable and Contestable Claim Verification | May 3, 2024 | Claim VerificationDecision Making | CodeCode Available | 1 | 5 |
| Dynaformer: A Deep Learning Model for Ageing-aware Battery Discharge Prediction | Jun 1, 2022 | Decision MakingManagement | CodeCode Available | 1 | 5 |
| Digital Transformation in the Water Distribution System based on the Digital Twins Concept | Dec 9, 2024 | Decision MakingScheduling | CodeCode Available | 1 | 5 |
| ARM-Net: Adaptive Relation Modeling Network for Structured Data | Jul 5, 2021 | AttributeDecision Making | CodeCode Available | 1 | 5 |
| An Objective Metric for Explainable AI: How and Why to Estimate the Degree of Explainability | Sep 11, 2021 | Decision MakingInformation Retrieval | CodeCode Available | 1 | 5 |
| Scalable Multi-agent Reinforcement Learning Algorithm for Wireless Networks | Aug 1, 2021 | Decision MakingMulti-agent Reinforcement Learning | CodeCode Available | 1 | 5 |
| Dynamic Sparse Training for Deep Reinforcement Learning | Jun 8, 2021 | continuous-controlContinuous Control | CodeCode Available | 1 | 5 |
| Early Lane Change Prediction for Automated Driving Systems Using Multi-Task Attention-based Convolutional Neural Networks | Sep 22, 2021 | Decision Making | CodeCode Available | 1 | 5 |
| Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading | Oct 5, 2020 | Decision MakingDiscourse Segmentation | CodeCode Available | 1 | 5 |
| Diverse and Admissible Trajectory Forecasting through Multimodal Context Understanding | Mar 6, 2020 | Autonomous DrivingDecision Making | CodeCode Available | 1 | 5 |
