Yuqian Zhang
11 papers · 2013–2025 · 7 conferences · across top CS/AI conferences
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(20)
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Century Club
(11)
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(5)
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(52)
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Conferences
NIPS (4)
ICLR (2)
AAAI (1)
ACL (1)
CVPR (1)
ICCV (1)
ICML (1)
Top co-authors
Keywords
nonconvex optimization
(3)
sparse decomposition
(2)
low-rank matrix
(2)
blind deconvolution
(2)
convex optimization
(1)
matrix factorization
(1)
compressed sensing
(1)
object recognition
(1)
non-convex optimization
(1)
transductive learning
(1)
parameter estimation
(1)
em algorithm
(1)
model calibration
(1)
global convergence
(1)
low-rank decomposition
(1)
expectation maximization
(1)
convergence analysis
(1)
signal processing
(1)
sparse signal recovery
(1)
sparse coding
(1)
Papers
A Survey of Uncertainty Estimation Methods on Large Language Models
ACL 2025
Unique sparse decomposition of low rank matrices
NIPS 2021
Geometric Analysis of Nonconvex Optimization Landscapes for Overcomplete Learning
ICLR 2020
Short and Sparse Deconvolution --- A Geometric Approach
ICLR 2020
Polynomial Matrix Completion for Missing Data Imputation and Transductive Learning
AAAI 2020
Geometry and Symmetry in Short-and-Sparse Deconvolution
ICML 2019
Global Convergence of Least Squares EM for Demixing Two Log-Concave Densities
NIPS 2019
Structured Local Minima in Sparse Blind Deconvolution
NIPS 2018
On the Global Geometry of Sphere-Constrained Sparse Blind Deconvolution
CVPR 2017
Convolutional Phase Retrieval
NIPS 2017
Toward Guaranteed Illumination Models for Non-convex Objects
ICCV 2013