Wu Lin
Title
Cited by
Cited by
Year
Fast and scalable bayesian deep learning by weight-perturbation in adam
M Khan, D Nielsen, V Tangkaratt, W Lin, Y Gal, A Srivastava
International Conference on Machine Learning, 2611-2620, 2018
1022018
Conjugate-computation variational inference: Converting variational inference in non-conjugate models to inferences in conjugate models
M Khan, W Lin
Artificial Intelligence and Statistics, 878-887, 2017
472017
Variational message passing with structured inference networks
W Lin, N Hubacher, ME Khan
arXiv preprint arXiv:1803.05589, 2018
302018
Faster stochastic variational inference using proximal-gradient methods with general divergence functions
ME Khan, R Babanezhad, W Lin, M Schmidt, M Sugiyama
arXiv preprint arXiv:1511.00146, 2015
292015
Fast and simple natural-gradient variational inference with mixture of exponential-family approximations
W Lin, ME Khan, M Schmidt
International Conference on Machine Learning, 3992-4002, 2019
92019
Convergence of proximal-gradient stochastic variational inference under non-decreasing step-size sequence
ME Khan, R Babanezhad, W Lin, M Schmidt, M Sugiyama
arXiv preprint arXiv:1511.00146, 2015
82015
Variational adaptive-newton method for explorative learning
ME Khan, W Lin, V Tangkaratt, Z Liu, D Nielsen
arXiv preprint arXiv:1711.05560, 2017
72017
WaterlooClarke: TREC 2015 Total Recall Track.
H Zhang, W Lin, Y Wang, CLA Clarke, MD Smucker
TREC, 2015
72015
Stein's Lemma for the Reparameterization Trick with Exponential Family Mixtures
W Lin, ME Khan, M Schmidt
arXiv preprint arXiv:1910.13398, 2019
42019
Handling the Positive-Definite Constraint in the Bayesian Learning Rule
W Lin, M Schmidt, ME Khan
International Conference on Machine Learning, 6116-6126, 2020
22020
Natural-Gradient Stochastic Variational Inference for Non-Conjugate Structured Variational Autoencoder
W Lin, ME Khan, N Hubacher, D Nielsen
12017
Tractable structured natural gradient descent using local parameterizations
W Lin, F Nielsen, ME Khan, M Schmidt
arXiv preprint arXiv:2102.07405, 2021
2021
Variational Inference on Deep Exponential Family by using Variational Inferences on Conjugate Models
ME Khan, W Lin
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Articles 1–13