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Big Learning: A Universal Machine Learning Paradigm?


Jul 08, 2022
Yulai Cong, Miaoyun Zhao


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Bridging Maximum Likelihood and Adversarial Learning via $α$-Divergence


Jul 13, 2020
Miaoyun Zhao, Yulai Cong, Shuyang Dai, Lawrence Carin

* AAAI 2020 

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GO Hessian for Expectation-Based Objectives


Jun 16, 2020
Yulai Cong, Miaoyun Zhao, Jianqiao Li, Junya Chen, Lawrence Carin


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GAN Memory with No Forgetting


Jun 13, 2020
Yulai Cong, Miaoyun Zhao, Jianqiao Li, Sijia Wang, Lawrence Carin


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On Leveraging Pretrained GANs for Limited-Data Generation


Feb 26, 2020
Miaoyun Zhao, Yulai Cong, Lawrence Carin


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GO Gradient for Expectation-Based Objectives


Jan 17, 2019
Yulai Cong, Miaoyun Zhao, Ke Bai, Lawrence Carin


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