Jingwei Liang
7 papers · 2014–2022 · 3 conferences · across top CS/AI conferences
Achievements
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🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (3) 🏃 Academic Marathon (8) 🐝 Cross-Pollinator (9)
🌉
Interdisciplinary Bridge
🗺️
Taxonomy Completionist
(17)
Conferences
NIPS (3)
ICML (2)
JMLR (2)
Top co-authors
Keywords
image restoration
(2)
compressed sensing
(2)
proximal algorithm
(2)
non-convex optimization
(2)
deep reinforcement learning
(2)
forward-backward algorithm
(1)
stochastic gradient descent
(1)
stochastic gradient
(1)
oracle complexity
(1)
inverse problem
(1)
forward-backward splitting
(1)
phase retrieval
(1)
variance reduction
(1)
proximal splitting
(1)
forward backward algorithm
(1)
linear convergence
(1)
image processing
(1)
proximal gradient descent
(1)
convex optimization
(1)
sparse recovery
(1)
Papers
On Biased Stochastic Gradient Estimation
JMLR 2022
TFPnP: Tuning-free Plug-and-Play Proximal Algorithms with Applications to Inverse Imaging Problems
JMLR 2022
Tuning-free Plug-and-Play Proximal Algorithm for Inverse Imaging Problems
ICML 2020
Trajectory of Alternating Direction Method of Multipliers and Adaptive Acceleration
NIPS 2019
Local Convergence Properties of SAGA/Prox-SVRG and Acceleration
ICML 2018
A Multi-step Inertial Forward-Backward Splitting Method for Non-convex Optimization
NIPS 2016
Local Linear Convergence of Forward--Backward under Partial Smoothness
NIPS 2014