2 papers
physics.soc-ph2017
A Theory of Complex Stochastic Systems with Two Types of Counteracting Entities
Amin Zollanvari
Many complex systems share two characteristics: 1) they are stochastic in nature, and 2) they are characterized by a large number of factors. At the same time, various natural comp…
stat.ML2013
Moments and Root-Mean-Square Error of the Bayesian MMSE Estimator of Classification Error in the Gaussian Model
Amin Zollanvari, Edward R. Dougherty
The most important aspect of any classifier is its error rate, because this quantifies its predictive capacity. Thus, the accuracy of error estimation is critical. Error estimation…