Practical Schemes for Finding Near-Stationary Points of Convex Finite-Sums.

Kaiwen Zhou Lai Tian Anthony Man-Cho So James Cheng

Published in: AISTATS (2022)

Keyphrases

stationary points
karush kuhn tucker
fixed point
objective function
constrained optimization
convergence analysis
mathematical programming
nonlinear programming
optimality conditions
polynomial equations
probabilistic model
sufficient conditions
combinatorial optimization