Price discovery in combinatorial auctions using Gibbs Sampling.
Joni L. JonesRichard W. AndrewsPublished in: Decis. Support Syst. (2006)
Keyphrases
- combinatorial auctions
- gibbs sampling
- winner determination
- topic models
- parameter estimation
- approximate inference
- markov chain
- resource allocation
- em algorithm
- expectation maximization
- belief networks
- approximation algorithms
- latent dirichlet allocation
- mechanism design
- exact inference
- special case
- single item
- markov chain monte carlo
- graphical models
- auction mechanisms
- mathematical programming
- knowledge discovery
- generative model
- probabilistic inference
- natural language processing
- bayesian networks
- bayesian inference
- lot sizing
- least squares
- machine learning
- markov random field
- information retrieval