Fluctuation-dissipation relations for stochastic gradient descent.
Sho YaidaPublished in: CoRR (2018)
Keyphrases
- stochastic gradient descent
- least squares
- loss function
- matrix factorization
- step size
- random forests
- online algorithms
- support vector machine
- learning algorithm
- regularization parameter
- decision trees
- similarity measure
- image processing
- collaborative filtering
- text categorization
- multiple kernel learning
- importance sampling
- feature selection