Statistical Optimality of Stochastic Gradient Descent on Hard Learning Problems through Multiple Passes.
Loucas Pillaud-VivienAlessandro RudiFrancis R. BachPublished in: NeurIPS (2018)
Keyphrases
- learning problems
- stochastic gradient descent
- learning tasks
- multiple kernel learning
- binary classification
- learning algorithm
- supervised learning
- machine learning algorithms
- kernel methods
- reinforcement learning
- semi supervised learning
- machine learning
- multi task
- loss function
- matrix factorization
- learning models
- text mining
- random forests
- online algorithms