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predictive optimization

3 papers

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Co-occurring keywords · papers mentioning both

unbiased estimation (1) decision-focused learning (1) predictive model (1) optimization problem (1) optimistic bia (1) parameter perturbation (1) resampling technique (1) loss function learning (1) decision quality (1) downstream optimization (1)

Papers

Benchmarking PtO and PnO Methods in the Predictive Combinatorial Optimization Regime NeurIPS 2024 Decision-Focused Learning without Decision-Making: Learning Locally Optimized Decision Losses NeurIPS 2022 Unbiased Objective Estimation in Predictive Optimization ICML 2018