Distributed Byzantine Tolerant Stochastic Gradient Descent in the Era of Big Data.
Richeng JinXiaofan HeHuaiyu DaiPublished in: CoRR (2019)
Keyphrases
- big data
- stochastic gradient descent
- fault tolerant
- step size
- cloud computing
- distributed systems
- data processing
- data management
- big data analytics
- matrix factorization
- loss function
- data analysis
- least squares
- social media
- commodity hardware
- knowledge discovery
- business intelligence
- object oriented
- regularization parameter
- convergence rate
- data warehousing
- support vector machine
- cost function
- case study
- decision trees
- random forests
- linear combination
- machine learning
- databases