Visualizing probabilistic models in Minkowski space with intensive symmetrized Kullback-Leibler embedding
Han Kheng Teoh, Katherine N. Quinn, Jaron Kent-Dobias, Colin B. Clement, Qingyang Xu, James P. Sethna · Physical Review Research · 2020
The authors show that for any N-parameter statistical model, the manifold of probability distributions can be visualized in an (N+N) dimensional Minkowski space, preserving the natural distances between model predictions.