Recent Trends in stochastic Gradient Descent for Machine Learning and Big Data.
David NewtonRaghu PasupathyFarzad YousefianPublished in: WSC (2018)
Keyphrases
- big data
- recent trends
- stochastic gradient descent
- machine learning
- data science
- data analysis
- least squares
- matrix factorization
- knowledge discovery
- step size
- support vector machine
- image and video processing
- loss function
- cloud computing
- random forests
- machine learning methods
- data processing
- business intelligence
- machine learning algorithms
- social media
- weight vector
- regularization parameter
- data mining
- computer vision
- pattern recognition
- data management
- text mining
- feature selection
- decision trees
- learning problems
- data warehousing
- databases
- supervised learning
- image restoration
- text classification
- pairwise
- kernel methods
- collaborative filtering
- semi supervised learning
- database
- super resolution