Inference with Aggregate Data: An Optimal Transport Approach
This repo contains two branches, which implements the SBP(Iterative Scaling with Belief Propagation or Sinkhorn Belief Propagation, This Branch) and NLBP(This Branch) respectively.
Speed and convergence comparision between SBP and NLBP
Population movement Estimation through Sparse Sensor
- Add paper link
- Open source cbp package
- Add plot scritpt