| Probabilistic Logic Programming with Beta-Distributed Random Variables | Sep 20, 2018 | Decision MakingDecision Making Under Uncertainty | 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 |
| Optimal Learning for Structured Bandits | Jul 14, 2020 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 | 5 |
| Probabilistic inverse optimal control for non-linear partially observable systems disentangles perceptual uncertainty and behavioral costs | Mar 29, 2023 | Active LearningDecision Making | CodeCode Available | 0 | 5 |
| Recovering the Imperfect: Cell Segmentation in the Presence of Dynamically Localized Proteins | Nov 20, 2020 | Cell SegmentationDecision Making Under Uncertainty | CodeCode Available | 0 | 5 |
| Minimax-Bayes Reinforcement Learning | Feb 21, 2023 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 | 5 |
| microPhantom: Playing microRTS under uncertainty and chaos | May 22, 2020 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 | 5 |
| Multi-armed Bandit Learning on a Graph | Sep 20, 2022 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Measurement Simplification in ρ-POMDP with Performance Guarantees | Sep 19, 2023 | 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 |
| Factorized Machine Self-Confidence for Decision-Making Agents | Oct 15, 2018 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 | 5 |
| A Probabilistic Model of the Bitcoin Blockchain | Nov 7, 2018 | Decision Making Under Uncertaintymodel | CodeCode Available | 0 | 5 |
| High-dimensional forecasting with known knowns and known unknowns | Jan 26, 2024 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 | 5 |
| A General Framework for Uncertainty Estimation in Deep Learning | Jul 16, 2019 | Autonomous DrivingBayesian Inference | CodeCode Available | 0 | 5 |
| Equal Opportunity in Online Classification with Partial Feedback | Feb 6, 2019 | ClassificationDecision Making Under Uncertainty | CodeCode Available | 0 | 5 |
| Calibrating Deep Convolutional Gaussian Processes | May 26, 2018 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 | 5 |
| Calibration tests beyond classification | Oct 21, 2022 | ClassificationDecision Making | CodeCode Available | 0 | 5 |
| Hindsight Learning for MDPs with Exogenous Inputs | Jul 13, 2022 | counterfactualDecision Making | CodeCode Available | 0 | 5 |
| Differentiable Distributionally Robust Optimization Layers | Jun 24, 2024 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 | 5 |
| Decision-Focused Forecasting: A Differentiable Multistage Optimisation Architecture | May 23, 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 |
| Dynamic Real-time Multimodal Routing with Hierarchical Hybrid Planning | Feb 5, 2019 | 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 |
