Distributed Inexact Damped Newton Method: Data Partitioning and Work-Balancing.
Chenxin MaMartin TakácPublished in: AAAI Workshops (2017)
Keyphrases
- data partitioning
- newton method
- parallel query processing
- convergence analysis
- quasi newton
- variational inequalities
- linear equations
- regularized least squares
- highly scalable
- similarity search
- query execution
- quadratic programming
- distributed systems
- linear svm
- superlinear convergence
- optimality conditions
- query processing
- hierarchical clustering
- database systems
- global convergence
- distributed memory
- nonnegative matrix factorization
- optimization methods
- machine learning
- data sets