Normalise for Fairness: A Simple Normalisation Technique for Fairness in Regression Machine Learning Problems.
Mostafa M. MohamedBjörn W. SchullerPublished in: CoRR (2022)
Keyphrases
- learning problems
- learning tasks
- learning machines
- machine learning algorithms
- supervised learning
- kernel methods
- learning algorithm
- semi supervised learning
- machine learning
- reproducing kernel hilbert space
- multi task
- binary classification
- computational learning theory
- sample complexity
- statistical learning theory
- kernel based learning
- pac learning
- multi task learning
- reinforcement learning
- game theory
- data sets
- gaussian processes
- training data
- image processing
- support vector
- unsupervised learning
- structured sparsity
- regression model