An Adaptive Bayesian Framework for Recovery of Sources with Structured Sparsity.
Ali BereyhiRalf R. MüllerPublished in: CAMSAP (2019)
Keyphrases
- bayesian framework
- structured sparsity
- prior knowledge
- generative model
- hyperparameters
- statistical learning
- compressive sensing
- posterior distribution
- gaussian process
- convex optimization problems
- group lasso
- maximum a posteriori
- expectation maximization
- probabilistic model
- machine learning
- high quality
- regularization methods
- variable selection
- image processing
- learning problems
- regression model
- denoising