Jialun Zhang
5 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (8) π Interdisciplinary Bridge π Conference Polyglot (3) π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (15)
π§
Keyword Pioneer
β
The Questioner
Conferences
NIPS (3)
AISTATS (1)
IJCAI (1)
Top co-authors
Keywords
matrix completion
(2)
gradient descent
(2)
low-rank matrix recovery
(2)
nonconvex optimization
(2)
matrix factorization
(1)
sample complexity
(1)
image synthesis
(1)
image translation
(1)
image denoising
(1)
online optimization
(1)
low-rank matrix
(1)
optimization landscape
(1)
generative model
(1)
convergence rate
(1)
matrix sensing
(1)
virtual try-on
(1)
local minimum
(1)
restricted isometry constant
(1)
iterative convergence
(1)
stochastic gradient descent
(1)
Papers
Fast and Accurate Estimation of Low-Rank Matrices from Noisy Measurements via Preconditioned Non-Convex Gradient Descent
AISTATS 2024
Accelerating SGD for Highly Ill-Conditioned Huge-Scale Online Matrix Completion
NIPS 2022
RMGN: A Regional Mask Guided Network for Parser-free Virtual Try-on
IJCAI 2022
Preconditioned Gradient Descent for Over-Parameterized Nonconvex Matrix Factorization
NIPS 2021
How many samples is a good initial point worth in Low-rank Matrix Recovery?
NIPS 2020