{"total":13,"rows":[{"id":"2306.10374","title":"A Survey of Contextual Optimization Methods for Decision Making under Uncertainty","created":"2023-06-17","cited_by_count":82,"area":null},{"id":"2304.06833","title":"Estimate-Then-Optimize versus Integrated-Estimation-Optimization versus Sample Average Approximation: A Stochastic Dominance Perspective","created":"2023-04-13","cited_by_count":20,"area":null},{"id":"2304.13646","title":"Data-driven Piecewise Affine Decision Rules for Stochastic Programming with Covariate Information","created":"2023-04-26","cited_by_count":4,"area":null},{"id":"2405.10815","title":"A Functional Model Method for Nonconvex Nonsmooth Conditional Stochastic Optimization","created":"2024-05-17","cited_by_count":4,"area":null},{"id":"2411.03520","title":"Forecasting Outside the Box: Application-Driven Optimal Pointwise Forecasts for Stochastic Optimization","created":"2024-11-05","cited_by_count":2,"area":null},{"id":"2505.22881","title":"Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints","created":"2025-05-28","cited_by_count":2,"area":null},{"id":"2604.20031","title":"Decision-Focused Federated Learning Under Heterogeneous Objectives and Constraints","created":"2026-04-21","cited_by_count":1,"area":null},{"id":"2503.12747","title":"\"Over-optimizing\" for Normality: Budget-constrained Uncertainty Quantification for Contextual Decision-making","created":"2025-03-17","cited_by_count":0,"area":null},{"id":"2506.19698","title":"Toward Decision-Oriented Prognostics: An Integrated Estimate-Optimize Framework for Predictive Maintenance","created":"2025-06-24","cited_by_count":0,"area":null},{"id":"2605.26361","title":"Fast Convergence of Policy Regret in Learning Stochastic Optimal Control","created":"2026-05-25","cited_by_count":0,"area":null},{"id":"2606.25362","title":"Learning Optimization Proxies for Sequential Contextual Stochastic Programs: An Order Fulfillment Application","created":"2026-06-24","cited_by_count":0,"area":null},{"id":"2607.24007","title":"Smooth Learning with Hard Constraints via Legendre-Regularized Policies","created":"2026-07-27","cited_by_count":0,"area":null},{"id":"2608.15124","title":"Decision-Driven Regularization: A Blended Model for Learning and Optimization","created":"2026-08-15","cited_by_count":0,"area":null}],"next_cursor":null}