187 citations · 252 across the 10 of their papers we have counts for
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cs.LG2019★ 15 cited
Fair Generative Modeling via Weak Supervision
Kristy Choi, Aditya Grover, Trisha Singh +2
Real-world datasets are often biased with respect to key demographic factors such as race and gender. Due to the latent nature of the underlying factors, detecting and mitigating b…
cs.LG2019★ 9 cited
Meta-Amortized Variational Inference and Learning
Mike Wu, Kristy Choi, Noah Goodman +1
Despite the recent success in probabilistic modeling and their applications, generative models trained using traditional inference techniques struggle to adapt to new distributions…