On the Convergence of Deep Networks with Sample Quadratic Overparameterization.
Asaf NoyYi XuYonathan AflaloRong JinPublished in: CoRR (2021)
Keyphrases
- social networks
- computational complexity
- pairwise
- network design
- network analysis
- computer networks
- convergence speed
- globally convergent
- network size
- global convergence
- probabilistic networks
- convergence rate
- sample size
- real time
- network structure
- randomly selected
- data samples
- initial conditions
- objective function
- deep learning
- case study
- sample set
- network topologies
- search engine
- artificial intelligence