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Decision-Focused Learning Without Decision-Making: Learning Locally Optimized Decision Losses
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inferred← citeshttps://doi.org/10.2139/ssrn.4746243openalex-extracted
One Step Beyond Linear: Performance Guarantees for Decision-Focused Learning with Rectified-Linear Objectives
inferred← citeshttps://doi.org/10.1007/s10589-026-00818-9openalex-snapshot
Decision-focused predictions via pessimistic bilevel optimization: complexity and algorithms
inferred← citeshttps://doi.org/10.1007/s44443-026-00911-3openalex-snapshot
Bridging structural and statistical heterogeneity: a unified DFL framework via column-wise aggregation and consensus-aware topology
inferred← citeshttps://doi.org/10.1016/j.asoc.2026.116052openalex-snapshot
Directly learning stock trading strategies through profit guided loss functions
inferred← citeshttps://doi.org/10.1109/pesgm58988.2026.11693164openalex-snapshot
A Day Ahead Market Bid-Aware Joint Forecasting Method for Photovoltaic-Energy Storage System
inferred← citeshttps://doi.org/10.1109/pesim67009.2026.11438642openalex-snapshot
Decision-Focused Learning to Bridge the Prediction-Operation Gap in Energy Storage System Participation in Reserve Markets
inferred← citeshttps://doi.org/10.1109/tpwrs.2026.3666694openalex-snapshot
An End-to-End Cost-Focused Wind Power Forecasting Framework Based on Convex Hulls
inferred← citeshttps://doi.org/10.1109/tsg.2026.3677789openalex-snapshot
A Reinforcement Learning-Adapter Renewable Energy Forecasting Framework for Two-Stage Distribution Network Scheduling
inferred← citeshttps://doi.org/10.1145/3744255.3811736openalex-snapshot
Forecasting What Matters: Decision‑Focused RL for Controlled EV Charging with Unknown Departure Times
inferred← citeshttps://doi.org/10.1145/3849708openalex-snapshot
Decision-Focused Learning for Water Treatment Plant Operations: Deterministic versus Stochastic Formulations
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