Federated Sampling with Langevin Algorithm under Isoperimetry.
Lukang SunAdil SalimPeter RichtárikPublished in: Trans. Mach. Learn. Res. (2024)
Keyphrases
- detection algorithm
- preprocessing
- significant improvement
- computationally efficient
- high accuracy
- optimization algorithm
- computational complexity
- k means
- experimental evaluation
- dynamic programming
- classification algorithm
- learning algorithm
- computational cost
- times faster
- optimal solution
- probabilistic model
- monte carlo
- convergence rate
- improved algorithm
- sample size
- theoretical analysis
- linear programming
- search space
- reinforcement learning
- similarity measure