Measuring the Effect of Training Data on Deep Learning Predictions via Randomized Experiments.
Jinkun LinAnqi ZhangMathias LécuyerJinyang LiAurojit PandaSiddhartha SenPublished in: CoRR (2022)
Keyphrases
- deep learning
- training data
- unsupervised learning
- unsupervised feature learning
- learning algorithm
- machine learning
- supervised learning
- training examples
- weakly supervised
- decision trees
- mental models
- restricted boltzmann machine
- training set
- deep architectures
- data sets
- knn
- semi supervised
- higher order
- training samples
- automatic extraction