51 citations · 67 across the 2 of their papers we have counts for
3 papers
math.OC2019
Hausdorff and Wasserstein metrics on graphs and other structured data
Evan Patterson
Optimal transport is widely used in pure and applied mathematics to find probabilistic solutions to hard combinatorial matching problems. We extend the Wasserstein metric and other…
stat.ME2019★ 51 cited
Conformalized Quantile Regression
Yaniv Romano, Evan Patterson, Emmanuel J. Candès
Conformal prediction is a technique for constructing prediction intervals that attain valid coverage in finite samples, without making distributional assumptions. Despite this appe…
cs.AI2017★ 16 cited
Knowledge Representation in Bicategories of Relations
Evan Patterson
We introduce the relational ontology log, or relational olog, a knowledge representation system based on the category of sets and relations. It is inspired by Spivak and Kent's olo…