1 code implementation • 18 Feb 2021 • Gaurush Hiranandani, Jatin Mathur, Harikrishna Narasimhan, Mahdi Milani Fard, Oluwasanmi Koyejo
We consider learning to optimize a classification metric defined by a black-box function of the confusion matrix.
1 code implementation • 3 Nov 2020 • Gaurush Hiranandani, Jatin Mathur, Harikrishna Narasimhan, Oluwasanmi Koyejo
Metric elicitation is a recent framework for eliciting classification performance metrics that best reflect implicit user preferences based on the task and context.