Momentum Accelerates the Convergence of Stochastic AUPRC Maximization.

Guanghui Wang Ming Yang Lijun Zhang Tianbao Yang

Published in: AISTATS (2022)

Keyphrases

stochastic approximation
learning rate
convergence rate
monte carlo
rapid convergence

learning automata
stochastic optimization
convergence speed
stochastic processes
global convergence

iterative algorithms
convergence theorem
convergence property
budget constraints
faster convergence

database
special case
artificial neural networks
objective function
computer vision