Pairwise Fairness for Ordinal Regression.
Matthäus KleindessnerSamira SamadiMuhammad Bilal ZafarKrishnaram KenthapadiChris RussellPublished in: AISTATS (2022)
Keyphrases
- ordinal regression
- pairwise
- gaussian processes
- binary classification
- multi class
- preference learning
- multiple criteria
- semi supervised
- similarity measure
- loss function
- markov random field
- higher order
- survival analysis
- gaussian process
- decision problems
- closed form
- learning tasks
- learning problems
- np hard
- genetic algorithm