Learning Surrogates for Offline Black-Box Optimization via Gradient Matching

Minh Hoang, Azza Fadhel, Aryan Deshwal, Jana Doppa, T. Hoang
2/12/2026

No official code found. Best implementation: azzafadhel/MatchOpt (7 stars, last commit 2024-05-28).

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azzafadhel/MatchOptCommunity67%

This is the official implementation of the paper "Learning Surrogates for Offline Black-Box Optimization via Gradient Matching" published in ICML 2024

71PythonMay 28, 20242 years ago

Cite this paper

@article{hoang2026learning,
  title  = {Learning Surrogates for Offline Black-Box Optimization via Gradient Matching},
  author = {Minh Hoang and Azza Fadhel and Aryan Deshwal and Jana Doppa and T. Hoang},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:e9a3abfda01b42764f7b029280febf7dc39043bf},
  journal = {ICML 2024 2024}
}

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