Minimax Mixing Time of the Metropolis-Adjusted Langevin Algorithm for Log-Concave Sampling.
Keru WuScott C. SchmidlerYuansi ChenPublished in: J. Mach. Learn. Res. (2022)
Keyphrases
- experimental evaluation
- learning algorithm
- np hard
- optimization algorithm
- cost function
- times faster
- monte carlo
- high accuracy
- sampling algorithm
- particle swarm optimization
- dynamic programming
- objective function
- worst case
- simulated annealing
- expectation maximization
- computationally efficient
- computational complexity
- detection algorithm
- similarity measure
- improved algorithm
- computational cost
- segmentation algorithm
- recognition algorithm
- neural network