Estimating Training Data Influence by Tracing Gradient Descent.
Garima PruthiFrederick LiuSatyen KaleMukund SundararajanPublished in: NeurIPS (2020)
Keyphrases
- training data
- cost function
- training set
- data sets
- objective function
- prior knowledge
- error function
- decision trees
- training dataset
- test set
- learning algorithm
- classification models
- test data
- supervised learning
- rigid body
- training samples
- labeled data
- classification accuracy
- information systems
- real time
- training examples
- small number
- class labels
- support vector machine
- noisy data
- domain knowledge
- artificial neural networks
- accurate estimation
- mumford shah functional
- main factors