Gongguo Tang
6 papers · 2015–2022 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Academic Marathon (7) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13) π§ Keyword Pioneer
π£
Hot Topic Early Bird
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Cross-Pollinator
(15)
Conferences
NIPS (4)
ICML (2)
Top co-authors
Keywords
tensor decomposition
(2)
matrix factorization
(2)
semidefinite programming
(1)
convex optimization
(1)
global convergence
(1)
distributed learning
(1)
distributed optimization
(1)
low-rank decomposition
(1)
gradient descent
(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
NIPS 2022
The Landscape of Non-convex Empirical Risk with Degenerate Population Risk
NIPS 2019
Distributed Low-rank Matrix Factorization With Exact Consensus
NIPS 2019
Alternating Minimizations Converge to Second-Order Optimal Solutions
ICML 2019
Sparse and Low-Rank Tensor Decomposition
NIPS 2015
Guaranteed Tensor Decomposition: A Moment Approach
ICML 2015