An Optimal Algorithm for Online Non-Convex Learning.
Lin YangLei DengMohammad Hassan HajiesmailiCheng TanWing Shing WongPublished in: Proc. ACM Meas. Anal. Comput. Syst. (2018)
Keyphrases
- learning algorithm
- dynamic programming
- passive aggressive
- optimal solution
- detection algorithm
- globally optimal
- incremental learning
- worst case
- convex hull
- closed form
- matching algorithm
- optimization algorithm
- online learning
- computational complexity
- active learning
- computational cost
- piecewise linear
- learning process
- segmentation algorithm
- cost function
- similarity measure
- exhaustive search
- image segmentation
- search space
- optimal parameters
- machine learning
- learning speed
- optimal path
- learning phase
- genetic algorithm
- learning problems
- learning environment
- preprocessing
- lower bound
- expectation maximization
- particle swarm optimization
- supervised learning
- probabilistic model
- k means