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stat.ML2024
Parallelly Tempered Generative Adversarial Nets: Toward Stabilized Gradients
Jinwon Sohn, Qifan Song
A generative adversarial network (GAN) has been a representative backbone model in generative artificial intelligence (AI) because of its powerful performance in capturing intricat…
stat.ML2023
Fair Supervised Learning with A Simple Random Sampler of Sensitive Attributes
Jinwon Sohn, Qifan Song, Guang Lin
As the data-driven decision process becomes dominating for industrial applications, fairness-aware machine learning arouses great attention in various areas. This work proposes fai…