A polylogarithmic space deterministic streaming algorithm for approximating distance to monotonicity.
Timothy NaumovitzMichael E. SaksPublished in: SODA (2015)
Keyphrases
- learning algorithm
- minimum distance
- search space
- computational complexity
- cost function
- dynamic programming
- experimental evaluation
- preprocessing
- optimal solution
- np hard
- matching algorithm
- times faster
- detection algorithm
- single pass
- simulated annealing
- high accuracy
- space complexity
- distance transform
- solution space
- space requirements
- data sets
- optimization algorithm
- theoretical analysis
- expectation maximization
- low dimensional
- worst case
- data points