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Jose Miguel Hernandez-Lobato

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Feature Attribution with Necessity and Sufficiency via Dual-stage Perturbation Test for Causal Explanation

Feb 13, 2024
Xuexin Chen, Ruichu Cai, Zhengting Huang, Yuxuan Zhu, Julien Horwood, Zhifeng Hao, Zijian Li, Jose Miguel Hernandez-Lobato

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Graph Neural Stochastic Differential Equations

Aug 23, 2023
Richard Bergna, Felix Opolka, Pietro Liò, Jose Miguel Hernandez-Lobato

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Large-Scale Educational Question Analysis with Partial Variational Auto-encoders

Mar 12, 2020
Zichao Wang, Sebastian Tschiatschek, Simon Woodhead, Jose Miguel Hernandez-Lobato, Simon Peyton Jones, Cheng Zhang

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Ergodic Measure Preserving Flows

Aug 13, 2018
Yichuan Zhang, Jose Miguel Hernandez-Lobato, Zoubin Ghahramani

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Stochastic Expectation Propagation

Nov 18, 2015
Yingzhen Li, Jose Miguel Hernandez-Lobato, Richard E. Turner

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