Solution: I collected supernova data from an international collaboration survey, built from scratch a non-naive bayes regression algorithm to fit the luminosity distance curve and used Bayesian inference to find the probabilities of the parameters values, given the data collected. Then, I used the ...
The presented work investigates a sparse Bayesian incremental automatic relevance determination (IARD) algorithm in the context of multipath parameter estimation in a super-resolution regime. The corresponding estimation problem is highly nonlinear and, in general, requires an estimation of the number of ...