| Collective Intelligence in Human-AI Teams A Bayesian Theory of Mind Approach | Jun 26, 2023 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 1 |
| SEEDS: Emulation of Weather Forecast Ensembles with Diffusion Models | Jun 24, 2023 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Don't Treat the Symptom, Find the Cause! Efficient Artificial-Intelligence Methods for (Interactive) Debugging | Jun 22, 2023 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| A Survey of Contextual Optimization Methods for Decision Making under Uncertainty | Jun 17, 2023 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Exact Generalization Guarantees for (Regularized) Wasserstein Distributionally Robust Models | May 26, 2023 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Leaving the Nest: Going Beyond Local Loss Functions for Predict-Then-Optimize | May 26, 2023 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Gaussian Latent Representations for Uncertainty Estimation using Mahalanobis Distance in Deep Classifiers | May 23, 2023 | Decision Making Under UncertaintyRepresentation Learning | CodeCode Available | 0 |
| 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 |
| Decision-Making Under Uncertainty: Beyond Probabilities | Mar 10, 2023 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Minimax-Bayes Reinforcement Learning | Feb 21, 2023 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 |
| Utilization of domain knowledge to improve POMDP belief estimation | Feb 17, 2023 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Simplified Continuous High Dimensional Belief Space Planning with Adaptive Probabilistic Belief-dependent Constraints | Feb 13, 2023 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Quantum Circuit Components for Cognitive Decision-Making | Feb 6, 2023 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Practical Bandits: An Industry Perspective | Feb 2, 2023 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Fair Decision-making Under Uncertainty | Jan 29, 2023 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| A Hypervolume Based Approach to Rank Intuitionistic Fuzzy Sets and Its Extension to Multi-criteria Decision Making Under Uncertainty | Dec 25, 2022 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| 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 |
| Optimal Mechanism Design for Agents with DSL Strategies: The Case of Sybil Attacks in Combinatorial Auctions | Oct 27, 2022 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Bayesian Optimization with Conformal Prediction Sets | Oct 22, 2022 | Active LearningBayesian Optimization | CodeCode Available | 1 |
| Calibration tests beyond classification | Oct 21, 2022 | ClassificationDecision Making | CodeCode Available | 0 |
| Non-monotonic Resource Utilization in the Bandits with Knapsacks Problem | Sep 24, 2022 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 |
| Macro-Action-Based Multi-Agent/Robot Deep Reinforcement Learning under Partial Observability | Sep 20, 2022 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| jsdp: a Java Stochastic DP Library | Sep 20, 2022 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 1 |
| Multi-armed Bandit Learning on a Graph | Sep 20, 2022 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 |
| Active Inference for Autonomous Decision-Making with Contextual Multi-Armed Bandits | Sep 19, 2022 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
