Distributed Byzantine Tolerant Stochastic Gradient Descent in the Era of Big Data.
Richeng JinXiaofan HeHuaiyu DaiPublished in: ICC (2019)
Keyphrases
- big data
- stochastic gradient descent
- fault tolerant
- cloud computing
- data analysis
- distributed systems
- business intelligence
- matrix factorization
- data processing
- social media
- least squares
- data management
- loss function
- big data analytics
- commodity hardware
- step size
- data warehousing
- pairwise
- multiple kernel learning
- knowledge discovery
- regularization parameter
- lower bound
- training data
- database management systems
- monte carlo
- support vector machine
- feature space