25 citations · 52 across the 5 of their papers we have counts for
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cs.LG2021★ 2 cited
Stability and Generalization of Bilevel Programming in Hyperparameter Optimization
Fan Bao, Guoqiang Wu, Chongxuan Li +2
The (gradient-based) bilevel programming framework is widely used in hyperparameter optimization and has achieved excellent performance empirically. Previous theoretical work mainl…
cs.LG2018★ 25 cited
Graphical Generative Adversarial Networks
Chongxuan Li, Max Welling, Jun Zhu +1
We propose Graphical Generative Adversarial Networks (Graphical-GAN) to model structured data. Graphical-GAN conjoins the power of Bayesian networks on compactly representing the d…