Wisdom of the Ensemble: Improving Consistency of Deep Learning Models.
Lijing WangDipanjan GhoshMaria Teresa Gonzalez DiazAhmed K. FarahatMahbubul AlamChetan GuptaJiangzhuo ChenMadhav MarathePublished in: CoRR (2020)
Keyphrases
- learning models
- learning algorithm
- loss function
- machine learning
- learning problems
- machine learning algorithms
- learning tasks
- semi supervised learning
- learning paradigms
- classification models
- conditional random fields
- machine learning models
- training data
- neural network
- image segmentation
- training set
- higher order
- sparse metric learning
- simulated annealing
- supervised learning
- active learning
- decision trees
- feature selection