On the Convergence of the SINDy Algorithm.
Linan ZhangHayden SchaefferPublished in: Multiscale Model. Simul. (2019)
Keyphrases
- convergence rate
- learning algorithm
- worst case
- improved algorithm
- experimental evaluation
- theoretical analysis
- data sets
- objective function
- search space
- detection algorithm
- dynamic programming
- genetic algorithm
- segmentation algorithm
- expectation maximization
- matching algorithm
- times faster
- significant improvement
- k means
- computational complexity
- global convergence
- optimal solution
- convex hull
- recognition algorithm
- optimization algorithm
- convergence proof
- computationally efficient
- linear programming
- denoising
- knn
- probabilistic model
- computational cost
- np hard
- cost function
- preprocessing
- data structure
- decision trees