| Decision-Focused Forecasting: A Differentiable Multistage Optimisation Architecture | May 23, 2024 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 | 5 |
| Natural-Parameter Networks: A Class of Probabilistic Neural Networks | Nov 2, 2016 | Decision Making Under UncertaintyLink Prediction | CodeCode Available | 0 | 5 |
| NeuroSep-CP-LCB: A Deep Learning-based Contextual Multi-armed Bandit Algorithm with Uncertainty Quantification for Early Sepsis Prediction | Mar 20, 2025 | Conformal PredictionDecision Making | CodeCode Available | 0 | 5 |
| Non-monotonic Resource Utilization in the Bandits with Knapsacks Problem | Sep 24, 2022 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 | 5 |
| Crafting desirable climate trajectories with RL explored socio-environmental simulations | Oct 9, 2024 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 | 5 |
| Decision Making in Non-Stationary Environments with Policy-Augmented Search | Jan 6, 2024 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 | 5 |
| Gaussian Latent Representations for Uncertainty Estimation using Mahalanobis Distance in Deep Classifiers | May 23, 2023 | Decision Making Under UncertaintyRepresentation Learning | CodeCode Available | 0 | 5 |
| Causal Explanations for Sequential Decision Making Under Uncertainty | May 30, 2022 | Causal InferenceDecision Making | —Unverified | 0 | 0 |
| Construction Safety Risk Modeling and Simulation | Sep 26, 2016 | AttributeDecision Making | —Unverified | 0 | 0 |
| A Tutorial on Ultra-Reliable and Low-Latency Communications in 6G: Integrating Domain Knowledge into Deep Learning | Sep 13, 2020 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 | 0 |
