6 citations · 15 across the 9 of their papers we have counts for
3 papers · 1 filter
A Statistical Perspective on Coreset Density Estimation
Paxton Turner, Jingbo Liu, Philippe Rigollet
Coresets have emerged as a powerful tool to summarize data by selecting a small subset of the original observations while retaining most of its information. This approach has led t…
Efficient Interpolation of Density Estimators
Paxton Turner, Jingbo Liu, Philippe Rigollet
We study the problem of space and time efficient evaluation of a nonparametric estimator that approximates an unknown density. In the regime where consistent estimation is possible…
Efficient Reconstruction of Stochastic Pedigrees
Younhun Kim, Elchanan Mossel, Govind Ramnarayan +1
We introduce a new algorithm called {\sc Rec-Gen} for reconstructing the genealogy or \textit{pedigree} of an extant population purely from its genetic data. We justify our approac…