Robust SVD Made Easy: A fast and reliable algorithm for large-scale data analysis.
Sangil HanKyoowon KimSungkyu JungPublished in: CoRR (2024)
Keyphrases
- data analysis
- computationally efficient
- preprocessing
- improved algorithm
- times faster
- optimization algorithm
- computational complexity
- detection algorithm
- dynamic programming
- high accuracy
- learning algorithm
- convergence rate
- matching algorithm
- classification algorithm
- input data
- simulated annealing
- worst case
- probabilistic model
- computational cost
- objective function
- theoretical analysis
- cost function
- search space
- search algorithm
- optimal solution
- convex hull
- decision trees
- machine learning
- highly efficient