Qiuwei Li
5 papers · 2018–2022 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (12) π Interdisciplinary Bridge π Cross-Pollinator (15) π Conference Polyglot (3) π§ Keyword Pioneer
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Conferences
AAAI (2)
NIPS (2)
ICML (1)
Top co-authors
Keywords
gradient descent
(2)
non-convex optimization
(1)
matrix factorization
(1)
global convergence
(1)
distributed learning
(1)
distributed optimization
(1)
neural network optimization
(1)
nonnegative matrix factorization
(1)
tensor decomposition
(1)
symmetric matrix
(1)
alternating optimization
(1)
alternating minimization
(1)
consensus optimization
(1)
clustering algorithm
(1)
memory efficiency
(1)
tensor optimization
(1)
local convergence
(1)
rank-one approximation
(1)
proximal alternating minimization
(1)
burer-monteiro factorization
(1)
Papers
JFB: Jacobian-Free Backpropagation for Implicit Networks
AAAI 2022
Local and Global Convergence of General Burer-Monteiro Tensor Optimizations
AAAI 2022
Distributed Low-rank Matrix Factorization With Exact Consensus
NIPS 2019
Alternating Minimizations Converge to Second-Order Optimal Solutions
ICML 2019
Dropping Symmetry for Fast Symmetric Nonnegative Matrix Factorization
NIPS 2018