An Improved Analysis of Langevin Algorithms with Prior Diffusion for Non-Log-Concave Sampling.
Xunpeng HuangHanze DongDifan ZouTong ZhangPublished in: CoRR (2024)
Keyphrases
- learning algorithm
- prior knowledge
- benchmark datasets
- computationally efficient
- data analysis
- orders of magnitude
- optimization problems
- theoretical analysis
- sampling methods
- computational cost
- neural network
- markov chain
- times faster
- random sampling
- complexity analysis
- sampling algorithm
- computational complexity
- gibbs sampler