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Deep End-to-end Causal Inference


Feb 04, 2022
Tomas Geffner, Javier Antoran, Adam Foster, Wenbo Gong, Chao Ma, Emre Kiciman, Amit Sharma, Angus Lamb, Martin Kukla, Nick Pawlowski, Miltiadis Allamanis, Cheng Zhang


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Interpreting diffusion score matching using normalizing flow


Jul 21, 2021
Wenbo Gong, Yingzhen Li

* 8 pages, International Conference on Machine Learning (ICML) INNF+ 2021 Workshop Spotlight 

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Active Slices for Sliced Stein Discrepancy


Feb 08, 2021
Wenbo Gong, Kaibo Zhang, Yingzhen Li, José Miguel Hernández-Lobato

* 22 pages, 7 figures 

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Sliced Kernelized Stein Discrepancy


Jun 30, 2020
Wenbo Gong, Yingzhen Li, José Miguel Hernández-Lobato


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Icebreaker: Element-wise Active Information Acquisition with Bayesian Deep Latent Gaussian Model


Aug 14, 2019
Wenbo Gong, Sebastian Tschiatschek, Richard Turner, Sebastian Nowozin, José Miguel Hernández-Lobato, Cheng Zhang


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Meta-Learning for Stochastic Gradient MCMC


Jun 12, 2018
Wenbo Gong, Yingzhen Li, José Miguel Hernández-Lobato


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