conftrace_

predictive optimization

3 papers

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Co-occurring keywords

unbiased estimation (11) decision-focused learning (20) predictive model (55) optimization problem (37) optimistic bia (1) parameter perturbation (10) resampling technique (1) loss function learning (4) decision quality (3) downstream optimization (4)

Papers

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