2 citations · 3 across the 2 of their papers we have counts for
2 papers
stat.ML2024★ 2 cited
Efficient Generative Modeling via Penalized Optimal Transport Network
Wenhui Sophia Lu, Chenyang Zhong, Wing Hung Wong
The generation of synthetic data with distributions that faithfully emulate the underlying data-generating mechanism holds paramount significance. Wasserstein Generative Adversaria…
stat.ML2022★ 1 cited
CausalEGM: a general causal inference framework by encoding generative modeling
Qiao Liu, Zhongren Chen, Wing Hung Wong
Although understanding and characterizing causal effects have become essential in observational studies, it is challenging when the confounders are high-dimensional. In this articl…