On Learning Rates and Schrödinger Operators.
Bin ShiWeijie J. SuMichael I. JordanPublished in: CoRR (2020)
Keyphrases
- learning rate
- hamilton jacobi
- distance transform
- heat equation
- wave equation
- eikonal equation
- convergence rate
- learning algorithm
- gaussian kernels
- convergence speed
- steady state
- partial differential equations
- covering numbers
- convergence theorem
- finite difference
- level set method
- uniform convergence
- diffusion process
- medial axis
- machine learning
- delta bar delta
- gaussian kernel
- global optimization
- sufficient conditions
- multiscale