Robust SVD Made Easy: A fast and reliable algorithm for large-scale data analysis.
Sangil HanSungkyu JungKyoowon KimPublished in: AISTATS (2024)
Keyphrases
- dynamic programming
- detection algorithm
- computational cost
- experimental evaluation
- theoretical analysis
- cost function
- preprocessing
- objective function
- worst case
- significant improvement
- search space
- learning algorithm
- optimal solution
- particle swarm optimization
- recognition algorithm
- times faster
- optimization algorithm
- computationally efficient
- np hard
- linear programming
- scheduling problem
- k means
- input data
- segmentation algorithm
- high accuracy
- computational complexity
- singular value decomposition
- improved algorithm