Total Variation Distance Estimation Is as Easy as Probabilistic Inference.
Arnab BhattacharyyaSutanu GayenKuldeep S. MeelDimitrios MyrisiotisA. PavanN. V. VinodchandranPublished in: Electron. Colloquium Comput. Complex. (2023)
Keyphrases
- probabilistic inference
- total variation
- distance estimation
- image restoration
- denoising
- image denoising
- graphical models
- convex optimization
- similarity search
- bayesian networks
- image processing
- minimization problems
- message passing
- approximate inference
- conditional probabilities
- belief networks
- natural images
- multiresolution
- data sets
- probabilistic model
- machine learning