Efficient Personalized PageRank Computation: The Power of Variance-Reduced Monte Carlo Approaches.
Meihao LiaoRong-Hua LiQiangqiang DaiHongyang ChenHongchao QinGuoren WangPublished in: Proc. ACM Manag. Data (2023)
Keyphrases
- monte carlo
- variance reduction
- monte carlo methods
- markov chain
- monte carlo simulation
- matrix inversion
- importance sampling
- simulation study
- markovian decision
- monte carlo method
- state space
- monte carlo tree search
- game tree search
- adaptive sampling
- learning experience
- model selection
- web search
- stochastic approximation
- computational cost
- dynamic programming