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| Towards More Efficient, Robust, Instance-adaptive, and Generalizable Sequential Decision making | Apr 12, 2025 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Efficient Portfolio Selection through Preference Aggregation with Quicksort and the Bradley--Terry Model | Apr 6, 2025 | Decision Making Under Uncertainty | —Unverified | 0 |
| Counterfactual Inference under Thompson Sampling | Apr 3, 2025 | Causal Inferencecounterfactual | —Unverified | 0 |
| Active Inference for Energy Control and Planning in Smart Buildings and Communities | Mar 23, 2025 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Truthful Elicitation of Imprecise Forecasts | Mar 20, 2025 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| 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 |
| Local-Global Learning of Interpretable Control Policies: The Interface between MPC and Reinforcement Learning | Mar 17, 2025 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Statistical Inference for Weighted Sample Average Approximation in Contextual Stochastic Optimization | Mar 17, 2025 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| A Weighted Predict-and-Optimize Framework for Power System Operation Considering Varying Impacts of Uncertainty | Mar 14, 2025 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
