Towards Practical Adam: Non-Convexity, Convergence Theory, and Mini-Batch Acceleration.

Congliang Chen Li Shen Fangyu Zou Wei Liu

Published in: J. Mach. Learn. Res. (2022)

Keyphrases

theoretical framework
real world
theoretical basis
databases
machine learning
convergence speed
theoretical developments
decision making
image processing
decision trees
practical application
conceptual framework
convergence analysis
batch learning