Bayesian Inference for Brain Source Imaging with Joint Estimation of Structured Low-Rank Noise.
Sanjay GhoshChang CaiYijing GaoAli HashemiStefan HaufeKensuke SekiharaAshish RajSrikantan S. NagarajanPublished in: ISBI (2023)
Keyphrases
- bayesian inference
- low rank
- joint estimation
- missing data
- convex optimization
- matrix factorization
- probabilistic model
- linear combination
- matrix completion
- low rank matrix
- prior information
- singular value decomposition
- rank minimization
- hyperparameters
- high dimensional data
- semi supervised
- missing values
- image processing
- hierarchical bayesian
- high resolution
- variational inference
- inference process
- high order
- particle filter
- trace norm
- singular values
- data sets
- noise level
- collaborative filtering
- incomplete data
- pattern recognition
- image segmentation
- pairwise
- small number