Near-Minimax Optimal Estimation With Shallow ReLU Neural Networks.
Rahul ParhiRobert D. NowakPublished in: IEEE Trans. Inf. Theory (2023)
Keyphrases
- neural network
- worst case
- optimal solution
- optimal design
- estimation error
- parameter estimation
- artificial neural networks
- back propagation
- closed form
- fuzzy logic
- data sets
- pattern recognition
- estimation algorithm
- multilayer perceptron
- recurrent neural networks
- estimation accuracy
- multi layer
- neyman pearson
- optimal control
- evaluation function
- fault diagnosis
- question answering
- maximum likelihood