Towards Lower Bounds on the Depth of ReLU Neural Networks.
Christoph HertrichAmitabh BasuMarco Di SummaMartin SkutellaPublished in: SIAM J. Discret. Math. (2023)
Keyphrases
- lower bound
- neural network
- upper bound
- branch and bound
- pattern recognition
- fuzzy logic
- genetic algorithm
- lower and upper bounds
- depth map
- np hard
- back propagation
- branch and bound algorithm
- artificial neural networks
- optimal solution
- upper and lower bounds
- objective function
- fuzzy systems
- depth information
- randomly generated problems
- sample complexity
- multi layer
- feed forward
- neural network model
- fault diagnosis
- worst case
- three dimensional
- neural nets
- recurrent neural networks
- vc dimension
- concept class
- online algorithms
- quadratic assignment problem
- lower bounding