Gong Wenbo
Gong Wenbo
Microsoft Research
Zweryfikowany adres z microsoft.com - Strona główna
Cytowane przez
Cytowane przez
Meta-learning for stochastic gradient MCMC
W Gong, Y Li, JM Hernández-Lobato
arXiv preprint arXiv:1806.04522, 2018
Icebreaker: Element-wise efficient information acquisition with a bayesian deep latent gaussian model
W Gong, S Tschiatschek, S Nowozin, RE Turner, JM Hernández-Lobato, ...
Advances in neural information processing systems 32, 2019
Sliced kernelized Stein discrepancy
W Gong, Y Li, JM Hernández-Lobato
arXiv preprint arXiv:2006.16531, 2020
Partial VAE for hybrid recommender system
C Ma, W Gong, JM Hernández-Lobato, N Koenigstein, S Nowozin, ...
NIPS Workshop on Bayesian Deep Learning 2018, 2018
Deep end-to-end causal inference
T Geffner, J Antoran, A Foster, W Gong, C Ma, E Kiciman, A Sharma, ...
arXiv preprint arXiv:2202.02195, 2022
Simultaneous missing value imputation and structure learning with groups
P Morales-Alvarez, W Gong, A Lamb, S Woodhead, S Peyton Jones, ...
Advances in Neural Information Processing Systems 35, 20011-20024, 2022
Interpreting diffusion score matching using normalizing flow
W Gong, Y Li
arXiv preprint arXiv:2107.10072, 2021
Vicause: Simultaneous missing value imputation and causal discovery with groups
P Morales-Alvarez, A Lamb, S Woodhead, SP Jones, M Allamanis, ...
arXiv preprint arXiv:2110.08223, 2021
Collecting observations for machine learning
C Zhang, G Wenbo, RE Turner, S Tschiatschek, JMH LOBATO
US Patent App. 16/507,025, 2020
Understanding causality with large language models: Feasibility and opportunities
C Zhang, S Bauer, P Bennett, J Gao, W Gong, A Hilmkil, J Jennings, C Ma, ...
arXiv preprint arXiv:2304.05524, 2023
Rhino: Deep Causal Temporal Relationship Learning With History-dependent Noise
W Gong, J Jennings, C Zhang, N Pawlowski
arXiv preprint arXiv:2210.14706, 2022
Active Slices for Sliced Stein Discrepancy
W Gong, K Zhang, Y Li, JM Hernández-Lobato
International Conference on Machine Learning, 3766-3776, 2021
Instructions and Guide: Causal Insights for Learning Paths in Education
W Gong, D Smith, Z Wang, C Barton, S Woodhead, N Pawlowski, ...
arXiv preprint arXiv:2208.12610, 2022
Data retrieval
S Nowozin, C Zhang, N Koenigstein, C Ma, JMH Lobato, G Wenbo
US Patent App. 16/357,321, 2020
CausalEdu: a real-world education dataset for temporal causal discovery and inference
W Gong, D Smith, Z Wang, C Barton, S Woodhead, N Pawlowski, ...
Advances in approximate inference: combining VI and MCMC and improving on Stein discrepancy
W Gong
University of Cambridge, 2022
Icebreaker: Element-wise active information acquisition with bayesian deep latent gaussian model
W Gong, S Tschiatschek, R Turner, S Nowozin, JM Hernández-Lobato, ...
arXiv preprint arXiv:1908.04537, 2019
Bayesian EDDI: Sequential Variable Selection with Bayesian Partial VAE
C Ma, W Gong, S Tschiatschek, S Nowozin, JM Hernández-Lobato, ...
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