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data-driven decision-making

3 papers

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Co-occurring keywords · papers mentioning both

uncertainty quantification (2) conditional robust optimization (1) deep uncertainty set (1) heterogeneity ball (1) contextual optimization (1) worst-case regret (1) sample average approximation (1) data-driven optimization (1) coverage guarantee (1) heterogeneous environment (1)

Papers

Statistical Methodologies for Decision-Making and Uncertainty Reduction in Machine Learning AAAI 2025 Beyond IID: data-driven decision-making in heterogeneous environments NeurIPS 2022 Data-Driven Conditional Robust Optimization NeurIPS 2022