Efficient Training of Deep Learning Models Through Improved Adaptive Sampling.
Jorge Ivan Avalos-LópezAlfonso Rojas DomínguezManuel Ornelas-RodríguezMartín CarpioS. Ivvan ValdezPublished in: MCPR (2021)
Keyphrases
- learning models
- adaptive sampling
- machine learning
- monte carlo
- loss function
- machine learning algorithms
- learning algorithm
- data sets
- conditional random fields
- microarray
- markov chain
- semi supervised learning
- training samples
- collaborative filtering
- feature selection
- classification models
- random sampling
- neural network