Gongguo Tang
6 papers · 2015–2022 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
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Hot Topic Early Bird
Venues
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Research topics
Keywords
matrix factorization
(2)
tensor decomposition
(2)
non-convex optimization
(2)
global convergence
(1)
distributed learning
(1)
distributed optimization
(1)
low-rank decomposition
(1)
gradient descent
(1)
sparse optimization
(1)
tensor factorization
(1)
low-rank matrix
(1)
sparse matrix
(1)
empirical risk
(1)
phase retrieval
(1)
consensus optimization
(1)
low-rank tensor
(1)
matrix sensing
(1)
population risk
(1)
tensor train decomposition
(1)
critical point
(1)
Papers
Error Analysis of Tensor-Train Cross Approximation
NeurIPS 2022
Alternating Minimizations Converge to Second-Order Optimal Solutions
ICML 2019
Distributed Low-rank Matrix Factorization With Exact Consensus
NeurIPS 2019
The Landscape of Non-convex Empirical Risk with Degenerate Population Risk
NeurIPS 2019
Guaranteed Tensor Decomposition: A Moment Approach
ICML 2015
Sparse and Low-Rank Tensor Decomposition
NeurIPS 2015