On the Geometric Convergence of Byzantine-Resilient Distributed Optimization Algorithms.
Kananart KuwaranancharoenShreyas SundaramPublished in: CoRR (2023)
Keyphrases
- discrete optimization
- optimization problems
- convergence rate
- optimization algorithm
- learning algorithm
- theoretical justification
- times faster
- faster convergence rate
- global convergence
- optimization procedure
- fault tolerant
- data mining algorithms
- orders of magnitude
- distributed systems
- optimization method
- combinatorial optimization
- distributed environment
- computationally efficient
- optimization methods
- significant improvement
- cooperative
- stochastic approximation
- multi agent
- decision trees