| Benchmarking Flexible Electric Loads Scheduling Algorithms under Market Price Uncertainty | Feb 4, 2020 | BenchmarkingDecision Making | CodeCode Available | 0 |
| A Deep Learning-Accelerated Data Assimilation and Forecasting Workflow for Commercial-Scale Geologic Carbon Storage | May 9, 2021 | Decision MakingManagement | CodeCode Available | 0 |
| Machine Learning-Accelerated Multi-Objective Design of Fractured Geothermal Systems | Nov 1, 2024 | Active LearningDecision Making | CodeCode Available | 0 |
| ACWA: An AI-driven Cyber-Physical Testbed for Intelligent Water Systems | Sep 27, 2023 | Decision MakingManagement | CodeCode Available | 0 |
| Generalised Label-free Artefact Cleaning for Real-time Medical Pulsatile Time Series | Apr 29, 2025 | Decision MakingPhotoplethysmography (PPG) | CodeCode Available | 0 |
| COSTAR: Improved Temporal Counterfactual Estimation with Self-Supervised Learning | Nov 1, 2023 | counterfactualDecision Making | CodeCode Available | 0 |
| Multi-criteria Rank-based Aggregation for Explainable AI | May 30, 2025 | Decision MakingFeature Importance | CodeCode Available | 0 |
| Introspective Learning : A Two-Stage Approach for Inference in Neural Networks | Sep 17, 2022 | Active LearningDecision Making | CodeCode Available | 0 |
| On Learning Informative Trajectory Embeddings for Imitation, Classification and Regression | Jan 16, 2025 | Autonomous DrivingClustering | CodeCode Available | 0 |
| Intuitions of Compromise: Utilitarianism vs. Contractualism | Oct 7, 2024 | Decision MakingPhilosophy | CodeCode Available | 0 |
| On Learning Intrinsic Rewards for Policy Gradient Methods | Apr 17, 2018 | Atari GamesDecision Making | CodeCode Available | 0 |
| Ordered Counterfactual Explanation by Mixed-Integer Linear Optimization | Dec 22, 2020 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| CoSLight: Co-optimizing Collaborator Selection and Decision-making to Enhance Traffic Signal Control | May 27, 2024 | Decision MakingTraffic Signal Control | CodeCode Available | 0 |
| Cautious Calibration in Binary Classification | Aug 9, 2024 | Binary ClassificationClassification | CodeCode Available | 0 |
| A New Bandit Setting Balancing Information from State Evolution and Corrupted Context | Nov 16, 2020 | Decision MakingEfficient Exploration | CodeCode Available | 0 |
| Correcting Predictions for Approximate Bayesian Inference | Sep 11, 2019 | Bayesian InferenceDecision Making | CodeCode Available | 0 |
| Dynamic Hierarchical Dirichlet Process for Abnormal Behaviour Detection in Video | Jun 27, 2016 | Decision Making | CodeCode Available | 0 |
| Ordered Preference Elicitation Strategies for Supporting Multi-Objective Decision Making | Feb 21, 2018 | ClusteringDecision Making | CodeCode Available | 0 |
| A Confidence Machine for Sparse High-Order Interaction Model | May 28, 2022 | Conformal PredictionDecision Making | CodeCode Available | 0 |
| Online Algorithms for Multi-shop Ski Rental with Machine Learned Advice | Feb 13, 2020 | Decision Making | CodeCode Available | 0 |
| Inverse Contextual Bandits: Learning How Behavior Evolves over Time | Jul 13, 2021 | BenchmarkingDecision Making | CodeCode Available | 0 |
| Inverse decision-making using neural amortized Bayesian actors | Sep 4, 2024 | AttributeBayesian Inference | CodeCode Available | 0 |
| A Reinforcement Learning Approach for Robotic Unloading from Visual Observations | Sep 12, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Differentiable Distributionally Robust Optimization Layers | Jun 24, 2024 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 |
| Prototypical Self-Explainable Models Without Re-training | Dec 13, 2023 | Decision MakingExplainable Models | CodeCode Available | 0 |
