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Yuling Jiao
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Year
A constructive approach to L 0 penalized regression
J Huang, Y Jiao, Y Liu, X Lu
The Journal of Machine Learning Research 19 (1), 403-439, 2018
902018
A primal dual active set with continuation algorithm for the -regularized optimization problem
Y Jiao, B Jin, X Lu
Applied and Computational Harmonic Analysis 39 (3), 400-426, 2015
892015
Stripe noise separation and removal in remote sensing images by consideration of the global sparsity and local variational properties
X Liu, X Lu, H Shen, Q Yuan, Y Jiao, L Zhang
IEEE Transactions on Geoscience and Remote Sensing 54 (5), 3049-3060, 2016
852016
Deep generative learning via schr\"{o}dinger bridge
G Wang, Y Jiao, Q Xu, Y Wang, C Yang
ICML, 2021
672021
Convergence rate analysis for deep ritz method
C Duan, Y Jiao, Y Lai, X Lu, Z Yang
Commun. Comput. Phys. 31 (4), 1020-1048, 2021
552021
Alternating Direction Method of Multipliers for Linear Inverse Problems
Y Jiao, Q Jin, X Lu, W Wang
SIAM Journal on Numerical Analysis, 54 (4), 2114-2137, 2016
522016
Group Sparse Recovery via the Penalty: Theory and Algorithm
Y Jiao, B Jin, X Lu
IEEE Transactions on Signal Processing 65 (4), 998-1012, 2017
482017
A primal dual active set algorithm with continuation for compressed sensing
Q Fan, Y Jiao, X Lu
IEEE Transactions on Signal Processing 62 (23), 6276-6285, 2014
472014
A Unified Primal Dual Active Set Algorithm for Nonconvex Sparse Recovery
J Huang, Y Jiao, B Jin, J Liu, X Lu, C Yang
Statistical Science 36 (2), 215-238, 2021
46*2021
Deep nonparametric regression on approximate manifolds: Nonasymptotic error bounds with polynomial prefactors
Y Jiao, G Shen, Y Lin, J Huang
The Annals of Statistics 51 (2), 691-716, 2023
42*2023
Deep Generative Learning via Variational Gradient Flow
Y Gao, Y Jiao, Y Wang, Y Wang, C Yang, S Zhang
ICML, 2019
402019
Preasymptotic convergence of randomized Kaczmarz method
Y Jiao, B Jin, X Lu
Inverse Problems 33 (12), 125012, 2017
382017
An alternating direction method with continuation for nonconvex low rank minimization
ZF Jin, Z Wan, Y Jiao, X Lu
Journal of Scientific Computing 66, 849-869, 2016
382016
A Nonconvex Model with Minimax Concave Penalty for Image Restoration
J You, Y Jiao, X Lu, T Zeng
Journal of Scientific Computing 78 (2), 1063-1086, 2019
372019
Error analysis of deep Ritz methods for elliptic equations
Y Jiao, Y Lai, Y Lo, Y Wang, Y Yang
Analysis and Application 22 (1), 57-87, 2021
322021
CoMM-S2: a collaborative mixed model using summary statistics in transcriptome-wide association studies
Y Yang, XJ Shi, Y Jiao, J Huang, M Chen, X Zhou, L Sun, X Lin, C Yang, ...
Bioinformatics 36 (7), 2009-2016, 2020
292020
Probabilistic embedding, clustering, and alignment for integrating spatial transcriptomics data with PRECAST
W Liu, X Liao, Z Luo, Y Yang, MC Lau, Y Jiao, X Shi, W Zhai, H Ji, ...
Nature communications 14 (1), 296, 2023
272023
An error analysis of generative adversarial networks for learning distributions
J Huang, Y Jiao, Z Li, S Liu, Y Wang, Y Yang
Journal of machine learning research 23 (116), 1-43, 2022
272022
A rate of convergence of physics informed neural networks for the linear second order elliptic pdes
Y Jiao, Y Lai, D Li, X Lu, F Wang, Y Wang, JZ Yang
Communications in Computational Physics 31 (4), 1272-1295, 2021
27*2021
Robust Decoding from 1-Bit Compressive Sampling with Ordinary and Regularized Least Squares
J Huang, Y Jiao, X Lu, L Zhu
SIAM Journal on Scientific Computing 40 (4), A2062–A2086, 2018
24*2018
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