On Maximum a Posteriori Estimation with Plug & Play Priors and Stochastic Gradient Descent
Rémi Laumont, Valentin De Bortoli, Andrés Almansa, Julie Delon, Alain Durmus, Marcelo Pereyra
Topics & Concepts
Prior probabilityMaximum a posteriori estimationBayesian probabilityInverse problemRegularization (linguistics)A priori and a posterioriObservabilityMathematical optimizationMathematicsComputer scienceConvolutional neural networkImage restorationAlgorithmArtificial intelligenceImage (mathematics)Applied mathematicsImage processingMaximum likelihoodStatisticsPhilosophyEpistemologyMathematical analysisSparse and Compressive Sensing TechniquesImage and Signal Denoising MethodsMedical Imaging Techniques and Applications