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Found 4 papers, 0 papers with code
Quantum Annealing for Clustering
This paper studies quantum annealing (QA) for clustering, which can be seen as an extension of simulated annealing (SA).
Quantum Annealing for Variational Bayes Inference
This paper presents studies on a deterministic annealing algorithm based on quantum annealing for variational Bayes (QAVB) inference, which can be seen as an extension of the simulated annealing for variational Bayes (SAVB) inference.
Quantum Annealing for Dirichlet Process Mixture Models with Applications to Network Clustering
We developed a new quantum annealing (QA) algorithm for Dirichlet process mixture (DPM) models based on the Chinese restaurant process (CRP).
Deterministic Single-Pass Algorithm for LDA
We develop a deterministic single-pass algorithm for latent Dirichlet allocation (LDA) in order to process received documents one at a time and then discard them in an excess text stream.
