Preference-Based Gradient Estimation for ML-Guided Approximate Combinatorial Optimization

Research output: Contribution to journal › Article › peer-review

Original language	English
Journal	Transactions on Machine Learning Research
Publication status	Published - Mar 2026

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@article{a0a0bb7550b6466baae5530e942aa9c8,

title = "Preference-Based Gradient Estimation for ML-Guided Approximate Combinatorial Optimization",

author = "Arman Mielke and Uwe Bauknecht and Thilo Strauss and Niepert Niepert",

year = "2026",

month = mar,

language = "English",

journal = "Transactions on Machine Learning Research",

issn = "2835-8856",

}