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cs.LG2021★ 2 cited
Provable Adaptation across Multiway Domains via Representation Learning
Zhili Feng, Shaobo Han, Simon S. Du
This paper studies zero-shot domain adaptation where each domain is indexed on a multi-dimensional array, and we only have data from a small subset of domains. Our goal is to produ…
cs.LG2019
Supervised Multiscale Dimension Reduction for Spatial Interaction Networks
Shaobo Han, David B. Dunson
We introduce a multiscale supervised dimension reduction method for SPatial Interaction Network (SPIN) data, which consist of a collection of spatially coordinated interactions. Th…