RelatIF: Identifying Explanatory Training Samples via Relative Influence.
Elnaz BarshanMarc-Etienne BrunetGintare Karolina DziugaitePublished in: AISTATS (2020)
Keyphrases
- training samples
- training set
- supervised learning
- feature space
- training data
- hyperplane
- learning algorithm
- high dimensional
- test sample
- number of training samples
- nearest neighbor classifier
- training examples
- decision boundary
- decision function
- face images
- representative samples
- high quality
- base classifiers
- support vectors
- image quality
- weak classifiers
- sample set