37 citations · 135 across the 10 of their papers we have counts for
3 papers · 1 filter
Visualizing probabilistic models in Minkowski space with intensive symmetrized Kullback-Leibler embedding
Han Kheng Teoh, Katherine N. Quinn, Jaron Kent-Dobias +3
We show that the predicted probability distributions for any -parameter statistical model taking the form of an exponential family can be explicitly and analytically embedded is…
Visualizing probabilistic models: Intensive Principal Component Analysis
Katherine N. Quinn, Colin B. Clement, Francesco De Bernardis +2
Unsupervised learning makes manifest the underlying structure of data without curated training and specific problem definitions. However, the inference of relationships between dat…
Normal form for renormalization groups
Archishman Raju, Colin B. Clement, Lorien X. Hayden +4
The results of the renormalization group are commonly advertised as the existence of power law singularities near critical points. The classic predictions are often violated and lo…