An Overview of Gradient Descent Algorithm Optimization in Machine Learning: Application in the Ophthalmology Field.
Mustapha AatilaMohamed LachgarAli KartitPublished in: SADASC (2020)
Keyphrases
- cost function
- machine learning
- optimization algorithm
- learning algorithm
- times faster
- computational complexity
- preprocessing
- optimization method
- recognition algorithm
- objective function
- detection algorithm
- improved algorithm
- experimental evaluation
- bayesian networks
- computational cost
- machine learning methods
- stochastic gradient
- particle swarm optimization
- high accuracy
- dynamic programming
- constrained optimization
- similarity measure
- optimal solution
- optimization process
- optimization criteria
- optimization model
- error function
- probabilistic model
- matching algorithm
- expectation maximization
- neural network
- k means
- search space
- search algorithm
- computer vision
- data mining