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Tong Chen
ORCID
Publication Activity (10 Years)
Years Active: 2020-2022
Publications (10 Years): 4
Top Topics
Network Size
Optimization Problems
Vapnik Chervonenkis Dimension
Upper Bound
Top Venues
NeurIPS
CoRR
Comput. Optim. Appl.
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Publications
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Tong Chen
,
Jean-Bernard Lasserre
,
Victor Magron
,
Edouard Pauwels
A sublevel moment-SOS hierarchy for polynomial optimization.
Comput. Optim. Appl.
81 (1) (2022)
Tong Chen
,
Jean B. Lasserre
,
Victor Magron
,
Edouard Pauwels
Semialgebraic Representation of Monotone Deep Equilibrium Models and Applications to Certification.
NeurIPS
(2021)
Tong Chen
,
Jean-Bernard Lasserre
,
Victor Magron
,
Edouard Pauwels
Polynomial Optimization for Bounding Lipschitz Constants of Deep Networks.
CoRR
(2020)
Tong Chen
,
Jean B. Lasserre
,
Victor Magron
,
Edouard Pauwels
Semialgebraic Optimization for Lipschitz Constants of ReLU Networks.
NeurIPS
(2020)