predict-and-optimize

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xuwkk / task_aware_machine_unlearning

This repo contains data and code for Task-Aware Machine Unlearning with Application to Load Forecasting.

end-to-end-learning machine-unlearning load-forecasting influence-function predict-and-optimize objective-based-load-forecasting

Updated Mar 14, 2024
Python

mines-opt-ml / fpo-dys

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Operator splitting can be used to design easy-to-train models for predict-and-optimize tasks, which scale effortlessly to problems with thousands of variables.

machine-learning operator-splitting learning-to-optimize predict-and-optimize

Updated Jan 2, 2025
Jupyter Notebook

samuelkrause02 / Feature-Driven-Power-Trading

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Semester Project at ETH Zürich (Power Systems Lab) — feature-driven predict-and-optimize strategies for power trading under uncertainty. Industry collaboration (NDA).

machine-learning power-systems stochastic-optimization energy-trading predict-and-optimize

Updated Apr 18, 2026

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