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Optimizing Black-box Metrics with Adaptive Surrogates

Tutorial colab accompanying the following paper: Qijia Jiang, Olaoluwa Adigun, Harikrishna Narasimhan, Mahdi M. Fard, Maya Gupta, "Optimizing Black-box Metrics with Adaptive Surrogates", ICML 2020.

We provide the following colab:

  • Adult_noisy_label.ipynb: This colab decribes how to train a linear model under label noise on the UCI Adult dataset.