1 code implementation • 24 May 2022 • Jacob Miller, Vahan Huroyan, Raymundo Navarrete, Md Iqbal Hossain, Stephen Kobourov
When visualizing a high-dimensional dataset, dimension reduction techniques are commonly employed which provide a single 2-dimensional view of the data.
1 code implementation • 13 Sep 2019 • Md Iqbal Hossain, Vahan Huroyan, Stephen Kobourov, Raymundo Navarrete
MPSE with fixed projections takes as input a set of pairwise distance matrices defined on the data points, along with the same number of projections and embeds the points in 3D so that the pairwise distances are preserved in the given projections.
no code implementations • 31 Oct 2015 • Raymundo Navarrete, Divakar Viswanath
Combination of smooth splines and kernel based regression yields predictors that are more accurate on benchmarks typically by a factor of 2 or more.