An Algorithm for Computing Lipschitz Inner Functions in Kolmogorov's Superposition Theorem.
Jonas ActorMatthew G. KnepleyPublished in: CoRR (2017)
Keyphrases
- learning algorithm
- experimental evaluation
- times faster
- optimal solution
- search space
- np hard
- high accuracy
- pointwise
- convergence rate
- matching algorithm
- detection algorithm
- optimization algorithm
- theoretical analysis
- computational cost
- dynamic programming
- preprocessing
- computational complexity
- neural network
- estimation algorithm
- cost function
- worst case
- computationally efficient
- linear programming
- clustering method
- tree structure
- objective function
- basis functions
- similarity measure
- convex hull
- clustering algorithm
- least squares
- probabilistic model