activity
20152022
most citedA witness function based construction of discriminative models using Hermite polynomials

2 citations · 3 across the 8 of their papers we have counts for

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Showing 2017Show all

2 papers · 1 filter

stat.AP2017

Outcome Based Matching

Jonathan Bates, Alexander Cloninger

We propose a method to reduce variance in treatment effect estimates in the setting of high-dimensional data. In particular, we introduce an approach for learning a metric to be us…

stat.ML2017

People Mover's Distance: Class level geometry using fast pairwise data adaptive transportation costs

Alexander Cloninger, Brita Roy, Carley Riley +1

We address the problem of defining a network graph on a large collection of classes. Each class is comprised of a collection of data points, sampled in a non i.i.d. way, from some…