Mitigating Bias in Gender, Age and Ethnicity Classification: A Multi-task Convolution Neural Network Approach.
Abhijit DasAntitza DantchevaFrançois BrémondPublished in: ECCV Workshops (1) (2018)
Keyphrases
- multi task
- neural network
- multi task learning
- age groups
- classification models
- classification accuracy
- learning tasks
- support vector
- training set
- machine learning
- decision trees
- multi class
- supervised learning
- model selection
- cross validation
- feature space
- training data
- multiple kernel learning
- gender classification
- support vector machine
- image classification
- transfer learning
- feature vectors
- feature extraction