Zonghao Chen
Zonghao Chen
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Efficient neural network training via forward and backward propagation sparsification
X Zhou, W Zhang, Z Chen, S Diao, T Zhang
Advances in neural information processing systems 34, 15216-15229, 2021
Tractable function-space variational inference in bayesian neural networks
TGJ Rudner, Z Chen, YW Teh, Y Gal
Advances in Neural Information Processing Systems 35, 22686-22698, 2022
Rethinking function-space variational inference in Bayesian neural networks
TGJ Rudner, Z Chen, Y Gal
Third Symposium on Advances in Approximate Bayesian Inference, 2020
Probabilistic bilevel coreset selection
X Zhou, R Pi, W Zhang, Y Lin, Z Chen, T Zhang
International Conference on Machine Learning, 27287-27302, 2022
A neural tangent kernel perspective on function-space regularization in neural networks
Z Chen, X Shi, TGJ Rudner, Q Feng, W Zhang, T Zhang
OPT 2022: Optimization for Machine Learning (NeurIPS 2022 Workshop), 2022
Conformal Counterfactual Inference under Hidden Confounding
Z Chen, R Guo, JF Ton, Y Liu
arXiv preprint arXiv:2405.12387, 2024
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