Streaming and Distributed Algorithms for Robust Column Subset Selection.
Shuli JiangDongyu LiIrene Mengze LiArvind V. MahankaliDavid P. WoodruffPublished in: CoRR (2021)
Keyphrases
- subset selection
- computationally efficient
- theoretical analysis
- computational cost
- optimization problems
- hill climbing
- orders of magnitude
- distributed systems
- computational complexity
- machine learning algorithms
- multi agent
- distributed computation
- parameter tuning
- highly efficient
- distributed environment
- times faster
- classification algorithm
- learning algorithm
- data structure
- motion estimation
- significant improvement