| Bayesian Optimization of Risk Measures | Jul 10, 2020 | Bayesian OptimizationDecision Making | CodeCode Available | 1 |
| HFT: Lifting Perspective Representations via Hybrid Feature Transformation | Apr 11, 2022 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| Deep hybrid models: infer and plan in a dynamic world | Feb 1, 2024 | Decision Makingreinforcement-learning | CodeCode Available | 1 |
| Hierarchical learning, forecasting coherent spatio-temporal individual and aggregated building loads | Jan 30, 2023 | Decision Making | CodeCode Available | 1 |
| Bayesian Safety Validation for Failure Probability Estimation of Black-Box Systems | May 3, 2023 | Bayesian OptimizationDecision Making | CodeCode Available | 1 |
| Algorithmic Decision Making with Conditional Fairness | Jun 18, 2020 | Decision MakingFairness | CodeCode Available | 1 |
| BAT: Behavior-Aware Human-Like Trajectory Prediction for Autonomous Driving | Dec 11, 2023 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| Algorithmic encoding of protected characteristics in image-based models for disease detection | Oct 27, 2021 | Decision MakingTransfer Learning | CodeCode Available | 1 |
| HOP: History-and-Order Aware Pre-training for Vision-and-Language Navigation | Mar 22, 2022 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| A friendly introduction to triangular transport | Mar 27, 2025 | Bayesian InferenceDecision Making | CodeCode Available | 1 |
