While conventional ranking systems focus solely on maximizing the utilit...
Making predictions that are fair with regard to protected group membersh...
Fair prediction methods have primarily been built around existing
classi...
In many structured prediction problems, complex relationships between
va...
Many predicted structured objects (e.g., sequences, matchings, trees) ar...