SHENGYANG SUN
SHENGYANG SUN
Verified email at cs.toronto.edu - Homepage
Title
Cited by
Cited by
Year
Noisy Natural Gradient as Variational Inference
G Zhang, S Sun, D Duvenaud, R Grosse
International Conference on Machine Learning 2018, 2017
1352017
Functional variational bayesian neural networks
S Sun, G Zhang, J Shi, R Grosse
arXiv preprint arXiv:1903.05779, 2019
1252019
Learning structured weight uncertainty in bayesian neural networks
S Sun, C Chen, L Carin
International Conference on Artificial Intelligence and Statistics 2017 …, 2017
852017
Differentiable Compositional Kernel Learning for Gaussian Processes
S Sun, G Zhang, C Wang, W Zeng, J Li, R Grosse
International Conference on Machine Learning 2018, 2018
532018
A Spectral Approach to Gradient Estimation for Implicit Distributions
J Shi, S Sun, J Zhu
International Conference on Machine Learning 2018, 2018
512018
Kernel implicit variational inference
J Shi, S Sun, J Zhu
International Conference on Learning Representations 2018, 2017
362017
Aggregated momentum: Stability through passive damping
J Lucas, S Sun, R Zemel, R Grosse
arXiv preprint arXiv:1804.00325, 2018
352018
ZhuSuan: A library for Bayesian deep learning
J Shi, J Chen, J Zhu, S Sun, Y Luo, Y Gu, Y Zhou
arXiv preprint arXiv:1709.05870, 2017
342017
Fast-rate pac-bayes generalization bounds via shifted rademacher processes
J Yang, S Sun, DM Roy
Advances in Neural Information Processing Systems 32, 10803-10813, 2019
112019
Scalable Variational Gaussian Processes via Harmonic Kernel Decomposition
S Sun, J Shi, AG Wilson, R Grosse
arXiv preprint arXiv:2106.05992, 2021
22021
Towards characterizing the high-dimensional bias of kernel-based particle inference algorithms
J Ba, MA Erdogdu, M Ghassemi, T Suzuki, S Sun, D Wu, T Zhang
22019
Beyond Marginal Uncertainty: How Accurately can Bayesian Regression Models Estimate Posterior Predictive Correlations?
C Wang, S Sun, R Grosse
International Conference on Artificial Intelligence and Statistics, 2476-2484, 2021
12021
Neural Networks as Inter-Domain Inducing Points
S Sun, J Shi, RB Grosse
Third Symposium on Advances in Approximate Bayesian Inference, 2020
12020
The system can't perform the operation now. Try again later.
Articles 1–13