Total Variation Distance Estimation Is as Easy as Probabilistic Inference.
Arnab BhattacharyyaSutanu GayenKuldeep S. MeelDimitrios MyrisiotisA. PavanN. V. VinodchandranPublished in: CoRR (2023)
Keyphrases
- probabilistic inference
- total variation
- distance estimation
- image restoration
- denoising
- image denoising
- graphical models
- convex optimization
- minimization problems
- bayesian networks
- message passing
- belief networks
- image processing
- approximate inference
- similarity search
- conditional probabilities
- natural images
- belief propagation
- high quality
- level set
- probabilistic model
- dynamic programming
- learning algorithm