On the Unstable Convergence Regime of Gradient Descent.
Shuo ChenJiaying PengXiaolong LiYao ZhaoPublished in: AAAI (2024)
Keyphrases
- update rule
- cost function
- initial conditions
- convergence rate
- objective function
- data sets
- real time
- multiscale
- case study
- search algorithm
- multi objective
- level set
- loss function
- information systems
- artificial intelligence
- iterative algorithms
- faster convergence
- global convergence
- conjugate gradient
- database
- convergence theorem