Implicit Regularization via Spectral Neural Networks and Non-linear Matrix Sensing.
Hong T. M. ChuSubhro GhoshChi Thanh LamSoumendu Sundar MukherjeePublished in: CoRR (2024)
Keyphrases
- neural network
- trace norm
- highly non linear
- pattern recognition
- matrix valued
- sensor networks
- recurrent neural networks
- rank minimization
- fuzzy logic
- genetic algorithm
- back propagation
- singular value decomposition
- kernel matrices
- low rank
- laplacian matrix
- hopfield neural network
- spectral relaxation
- artificial neural networks
- real time
- spectral analysis
- valued data
- regularization term
- spectral decomposition
- objective function
- global exponential stability
- denoising
- regularization parameter
- neural nets
- multilayer perceptron
- feed forward
- neural network model
- self organizing maps
- principal component analysis