Data denoising with self consistency, variance maximization, and the Kantorovich dominance

Joshua Zoen-Git Hiew, Tongseok Lim, Brendan Pass +1

We introduce a new framework for data denoising, partially inspired by martingale optimal transport. For a given noisy distribution (the data), our approach involves finding the cl…