Convergence of SGD in Learning ReLU Models with Separable Data.
Tengyu XuYi ZhouKaiyi JiYingbin LiangPublished in: CoRR (2018)
Keyphrases
- accurate models
- prior knowledge
- experimental data
- data sets
- training data
- data analysis
- hidden variables
- historical data
- raw data
- machine learning
- data sources
- image data
- data processing
- data collection
- learned models
- learning models
- background knowledge
- learning problems
- learning algorithm
- statistical methods
- database
- online learning
- reinforcement learning
- bayesian methods
- predictive model
- neural network
- stochastic gradient descent
- previously learned