AdaLoss: A Computationally-Efficient and Provably Convergent Adaptive Gradient Method.

Xiaoxia Wu Yuege Xie Simon Shaolei Du Rachel Ward

Published in: AAAI (2022)

Keyphrases

gradient method
computationally efficient
provably convergent
convergence rate
shape from shading
recursive least squares
step size
optimization methods
keywords
computer vision
image representation
global optimization
convex formulation
natural gradient learning