Rethinking Initialization of the Sinkhorn Algorithm.
James ThorntonMarco CuturiPublished in: CoRR (2022)
Keyphrases
- learning algorithm
- objective function
- computational complexity
- improved algorithm
- experimental evaluation
- cost function
- dynamic programming
- search space
- computationally efficient
- np hard
- high accuracy
- estimation algorithm
- theoretical analysis
- optimal solution
- preprocessing
- computational cost
- single pass
- recognition algorithm
- detection algorithm
- optimization algorithm
- k means
- linear programming
- genetic algorithm
- particle swarm optimization
- simulated annealing
- times faster
- memory requirements
- worst case
- selection algorithm
- probabilistic model
- similarity measure
- space complexity
- multi objective
- automatic initialization