2 papers
stat.ME2023
Supergeo Design: Generalized Matching for Geographic Experiments
Aiyou Chen, Nick Doudchenko, Shunhua Jiang +2
We propose a generalization of the standard matched pairs design in which experimental units (often geographic regions or geos) may be combined into larger units/regions called "su…
cs.LG2021
Fast Graph Neural Tangent Kernel via Kronecker Sketching
Shunhua Jiang, Yunze Man, Zhao Song +2
Many deep learning tasks have to deal with graphs (e.g., protein structures, social networks, source code abstract syntax trees). Due to the importance of these tasks, people turne…