Equity in Learning Problems: An OWA Approach.
Juliette OrtholandSébastien DesterckeKhaled BelahcènePublished in: SUM (2020)
Keyphrases
- learning problems
- learning tasks
- binary classification
- machine learning algorithms
- kernel methods
- learning algorithm
- supervised learning
- machine learning
- reinforcement learning
- semi supervised learning
- sample complexity
- multi task learning
- pac learning
- multi task
- kernel based learning
- convex optimization problems
- computational learning theory
- data sets
- object recognition
- structured sparsity
- support vector machine
- feature space
- lower bound
- unsupervised learning
- dimensionality reduction