The Implicit Regularization of Dynamical Stability in Stochastic Gradient Descent.
Lei WuWeijie J. SuPublished in: ICML (2023)
Keyphrases
- stochastic gradient descent
- loss function
- least squares
- matrix factorization
- step size
- regularization parameter
- random forests
- online algorithms
- multiple kernel learning
- early stopping
- support vector machine
- weight vector
- importance sampling
- machine learning algorithms
- cost function
- optical flow
- logistic regression