Training Through Failure: Effects of Data Consistency in Parallel Machine Learning Training.
Ray CaoSherry LuoSteve GanSujeeth JineshPublished in: CoRR (2024)
Keyphrases
- machine learning
- data sets
- training samples
- synthetic data
- data analysis
- data points
- labelled data
- training data
- training set
- missing data
- raw data
- xml documents
- knowledge discovery
- high quality
- training dataset
- model selection
- semi supervised learning
- computer vision
- database
- training and testing data
- training process
- big data
- online learning
- data mining techniques
- small number
- hidden markov models