Optimal Resource Allocation for Early Stopping-based Neural Architecture Search Methods.
Marcel AachEray InancRakesh SarmaMorris RiedelAndreas LintermannPublished in: AutoML (2023)
Keyphrases
- search methods
- neural architecture
- early stopping
- optimal resource allocation
- resource allocation
- search algorithm
- neural network
- feed forward
- metaheuristic
- multilayer perceptron
- basis functions
- activation function
- multi layer perceptron
- support vector machine
- stochastic gradient descent
- active learning
- machine learning
- back propagation
- boosting algorithms
- search space
- genetic algorithm