Multi-consensus decentralized primal-dual fixed point algorithm for distributed learning.
Kejie TangWeidong LiuXiaojun MaoPublished in: Mach. Learn. (2024)
Keyphrases
- primal dual
- fixed point
- distributed learning
- convergence rate
- learning algorithm
- dynamic programming
- linear programming
- semidefinite programming
- variational inequalities
- interior point algorithm
- linear programming problems
- worst case
- np hard
- search space
- objective function
- computational complexity
- interior point methods
- optimal solution
- simplex algorithm
- similarity measure
- probabilistic model
- convex optimization
- floating point
- interior point