Enhancing Low-Precision Sampling via Stochastic Gradient Hamiltonian Monte Carlo.
Ziyi WangYujie ChenQifan SongRuqi ZhangPublished in: Trans. Mach. Learn. Res. (2024)
Keyphrases
- monte carlo
- stochastic gradient
- importance sampling
- stochastic gradient descent
- adaptive sampling
- markov chain
- markov chain monte carlo
- nearest neighbor classifier
- step size
- monte carlo tree search
- particle filter
- decision trees
- variance reduction
- point processes
- matrix factorization
- sample size
- loss function
- state space