Communication-Compressed Adaptive Gradient Method for Distributed Nonconvex Optimization.
Yujia WangLu LinJinghui ChenPublished in: AISTATS (2022)
Keyphrases
- gradient method
- derivative free
- optimization problems
- optimization methods
- global optimization
- optimization algorithm
- nonlinear programming
- recursive least squares
- convex formulation
- optimization method
- convergence rate
- objective function
- convex optimization
- step size
- negative matrix factorization
- data mining
- constrained optimization
- search space
- policy gradient