Probabilistic Offline Policy Ranking with Approximate Bayesian Computation.
Longchao DaPorter JenkinsTrevor SchwantesJeffrey DotsonHua WeiPublished in: CoRR (2023)
Keyphrases
- bayesian networks
- posterior probability
- efficient computation
- data driven
- link analysis
- ranking algorithm
- exact computation
- decision theory
- quality guarantees
- bayesian estimation
- learning to rank
- optimal policy
- generative model
- exact and approximate
- numerical integration
- ranking functions
- uncertain data
- gaussian processes
- web search
- probabilistic logic
- efficiently computing
- probabilistic model
- pairwise
- search engine
- real time