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# MCGrad: Multicalibration at Web Scale
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**Production-ready multicalibration for machine learning.** *Developed by Meta. Accepted at KDD 2026.*
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**Paper:** [arXiv:2509.19884](https://arxiv.org/abs/2509.19884)
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**Official Code:** [github.com/facebookincubator/MCGrad](https://github.com/facebookincubator/MCGrad)
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**Documentation:** [mcgrad.dev](https://mcgrad.dev)
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# MCGrad: Multicalibration at Web Scale
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**Production-ready multicalibration for machine learning.** *Developed by Meta. Accepted at KDD 2026.*
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**Paper:** [arXiv:2509.19884](https://arxiv.org/abs/2509.19884)
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**Official Code:** [github.com/facebookincubator/MCGrad](https://github.com/facebookincubator/MCGrad)
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**Documentation:** [mcgrad.dev](https://mcgrad.dev)
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