51 citations · 164 across the 17 of their papers we have counts for
4 papers · 1 filter
Graph Representation Ensemble Learning
Palash Goyal, Di Huang, Sujit Rokka Chhetri +3
Representation learning on graphs has been gaining attention due to its wide applicability in predicting missing links, and classifying and recommending nodes. Most embedding metho…
String Diagrams for Assembly Planning
Jade Master, Evan Patterson, Shahin Yousfi +1
Assembly planning is a difficult problem for companies. Many disciplines such as design, planning, scheduling, and manufacturing execution need to be carefully engineered and coord…
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…
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…