Code for the experiments in the paper "Decision-Focused Forecasting: Decision Losses for Multistage Optimisation".
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Apr 21, 2025 - Jupyter Notebook
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decision-focused-learning
Here are 7 public repositories matching this topic...
Decision-Focused Learning (DFL) for day-ahead scheduling of Underground Pumped Hydro Energy Storage (UPHES).
mixed-integer-programming electricity-market scientific-machine-learning differentiable-optimization decision-focused-learning pumped-subsurface-hydropower
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Feb 4, 2026 - Python
📑 List of awesome DFL's papers
machine-learning awesome deep-learning optimization awesome-list combinatorial-optimization decision-focused-learning
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Dec 14, 2025
Preliminary code for the paper "Learning Deterministic Surrogates for Robust Convex QCQPs".
robust-optimization differentiable-optimization quadratically-constrained-quadratic-programming decision-focused-learning
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May 20, 2024 - Jupyter Notebook
A decision-focused uplift modeling framework that jointly optimizes CATE prediction and treatment allocation policy via a shared-layer neural network, benchmarked against S-Learner, X-Learner, UpliftRank, and GRF on CRITEO-UPLIFT v2.
python deep-learning tensorflow keras causal-inference treatment-effects uplift-modeling marketing-analytics policy-optimization criteo-dataset decision-focused-learning
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Apr 20, 2026 - Jupyter Notebook
A research sandbox of Decision Focused Learning for portfolio optimization.
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Apr 3, 2026 - Python
Code for the experiments in the paper "OPO: Making Decision-Focused Data Acquisition Decisions".
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Apr 21, 2025 - Jupyter Notebook
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