Shape-constrained and unconstrained density estimation using geometric exploration
(2018)
Conference Proceeding
Dasgupta, S., Pati, D., Jermyn, I. H., & Srivastava, A. (2018). Shape-constrained and unconstrained density estimation using geometric exploration. In 2018 IEEE Statistical Signal Processing Workshop (SSP 2018) : 10-13 June 2018, Freiburg im Breisgau, Germany (358-362). https://doi.org/10.1109/ssp.2018.8450768
The problem of nonparametrically estimating probability density functions (pdfs) from observed data requires posing and solving optimization problems on the space of pdfs. We take a geometric approach and explore this space for optimization using act... Read More about Shape-constrained and unconstrained density estimation using geometric exploration.