Seuraa
Zhaoqiang Liu
Zhaoqiang Liu
Research Fellow in SoC, NUS
Vahvistettu sähköpostiosoite verkkotunnuksessa nus.edu.sg - Kotisivu
Nimike
Viittaukset
Viittaukset
Vuosi
Information-theoretic lower bounds for compressive sensing with generative models
Z Liu, J Scarlett
IEEE Journal on Selected Areas in Information Theory 1 (1), 292-303, 2020
282020
Rank-one NMF-based initialization for NMF and relative error bounds under a geometric assumption
Z Liu, VYF Tan
IEEE Transactions on Signal Processing 65 (18), 4717-4731, 2017
192017
Sample complexity bounds for 1-bit compressive sensing and binary stable embeddings with generative priors
Z Liu, S Gomes, A Tiwari, J Scarlett
International Conference on Machine Learning (ICML), 2020
182020
The generalized Lasso with nonlinear observations and generative priors
Z Liu, J Scarlett
Conference on Neural Information Processing Systems (NeurIPS), 2020
112020
Towards sample-optimal compressive phase retrieval with sparse and generative priors
Z Liu, S Ghosh, J Scarlett
Conference on Neural Information Processing Systems (NeurIPS), 2021
102021
Power load data completion method considering low rank property
C Zhuang, J An, Z Liu, R Zeng
CSEE Journal of Power and Energy Systems, 2020
52020
The informativeness of -means for learning mixture models
Z Liu, VYF Tan
IEEE Transactions on Information Theory 65 (11), 7460-7479, 2019
52019
Non-iterative recovery from nonlinear observations using generative models
J Liu, Z Liu
Conference on Computer Vision and Pattern Recognition (CVPR), 2022
42022
Generative principal component analysis
Z Liu, J Liu, S Ghosh, J Han, J Scarlett
International Conference on Learning Representations (ICLR), 2022
42022
Robust 1-bit compressive sensing with partial Gaussian circulant matrices and generative priors
Z Liu, S Ghosh, J Scarlett
2021 IEEE Information Theory Workshop (ITW), 1-6, 2021
32021
Model selection for nonnegative matrix factorization by support union recovery
Z Liu
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
32019
Projected gradient descent algorithms for solving nonlinear inverse problems with generative priors
Z Liu, J Han
International Joint Conference on Artificial Intelligence (IJCAI), 2022
22022
Misspecified Phase Retrieval with Generative Priors
Z Liu, X Wang, J Liu
Conference on Neural Information Processing Systems (NeurIPS), 2022
2022
Error bounds for spectral clustering over samples from spherical Gaussian mixture models
Z Liu
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
2019
Minimax lower bounds for nonnegative matrix factorization
M Alsan, Z Liu, VYF Tan
IEEE Statistical Signal Processing Workshop (SSP), 363-367, 2018
2018
Theoretical advances in clustering with applications to matrix factorization
Z Liu
PQDT-Global, 2017
2017
Järjestelmä ei voi suorittaa toimenpidettä nyt. Yritä myöhemmin uudelleen.
Artikkelit 1–16