Towards Training Reproducible Deep Learning Models.
Boyuan ChenMingzhi WenYong ShiDayi LinGopi Krishnan RajbahadurZhen Ming JiangPublished in: ICSE (2022)
Keyphrases
- learning models
- learning algorithm
- machine learning
- machine learning algorithms
- learning tasks
- loss function
- semi supervised learning
- learning problems
- supervised learning
- conditional random fields
- training examples
- classification models
- training set
- machine learning models
- learning paradigms
- sparse metric learning
- semi supervised
- unsupervised learning
- neural network
- hidden markov models
- pairwise
- feature selection
- computer vision
- information retrieval
- data mining