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stat.ML2022★ 1 cited
Graph sampling for node embedding
Li-Chun Zhang
Node embedding is a central topic in graph representation learning. Computational efficiency and scalability can be challenging to any method that requires full-graph operations. W…
stat.ML2020
Design-unbiased statistical learning in survey sampling
Luis Sanguiao Sande, Li-Chun Zhang
Design-consistent model-assisted estimation has become the standard practice in survey sampling. However, a general theory is lacking so far, which allows one to incorporate modern…