Semantics-Preserving Parallelization of Stochastic Gradient Descent.
Saeed MalekiMadanlal MusuvathiTodd MytkowiczPublished in: IPDPS (2018)
Keyphrases
- stochastic gradient descent
- matrix factorization
- least squares
- loss function
- step size
- random forests
- regularization parameter
- machine learning
- pairwise
- feature selection
- multiple kernel learning
- image restoration
- recommender systems
- feature vectors
- semi supervised learning
- collaborative filtering
- missing data
- support vector machine
- multiresolution
- decision trees
- online algorithms
- e learning