Papers

Divergence Frontiers for Generative Models: Sample Complexity, Quantization Level, and Frontier Integral
Lang Liu, Krishna Pillutla, Sean Welleck, Sewoong Oh, Yejin Choi, Zaid Harchaoui
Preprint, 2021.
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Asymptotics of Entropy-Regularized Optimal Transport via Chaos Decomposition
Zaid Harchaoui, Lang Liu, Soumik Pal
Preprint, 2020.
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Distribution Embedding Network for Meta-Learning with Variable-Length Input
Lang Liu, Mahdi Milani Fard, Sen Zhao
Working paper.

Score-Based Change Detection for Gradient-Based Learning Machines
Lang Liu, Joseph Salmon, Zaid Harchaoui
ICASSP, 2021.
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