Coresets for Robust Training of Deep Neural Networks against Noisy Labels.
Baharan MirzasoleimanKaidi CaoJure LeskovecPublished in: NeurIPS (2020)
Keyphrases
- neural network
- training process
- training set
- noisy environments
- training algorithm
- label noise
- feed forward neural networks
- feedforward neural networks
- training examples
- training data
- backpropagation algorithm
- labelled data
- multi layer perceptron
- test set
- supervised learning
- fuzzy logic
- pattern recognition
- speech recognition
- multilayer neural network
- erroneous data
- annotation effort
- ground truth labels
- neural network model
- noisy data
- back propagation
- computationally efficient
- online learning
- active learning
- artificial neural networks
- pairwise
- machine learning