Multicalibrated Regression for Downstream Fairness.
Ira Globus-HarrisVarun GuptaChristopher JungMichael KearnsJamie MorgensternAaron RothPublished in: AIES (2023)
Keyphrases
- regression model
- linear regression
- game theory
- ridge regression
- model selection
- resource allocation
- supply chain
- regression analysis
- nonparametric regression
- locally weighted
- simple linear
- regression problems
- gaussian processes
- regression method
- regression methods
- aggregating algorithm
- database
- probabilistic model
- partial least squares
- training data
- survival analysis
- multiple regression
- information retrieval
- machine learning