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Global Optimization Submissions - 2019

February 2019

Theory
Tangencies and Polynomial Optimization
Tien-Son PHAM


April 2019

New bounds for nonconvex quadratically constrained quadratic programming
Moslem Zamani

Stochastic Approaches
A Class of Stochastic Variance Reduced Methods with an Adaptive Stepsize
YAN LIU, Congying HAN, Tiande GUO


June 2019

Theory
Elementary proofs of exact formulas for calculating the maximum ranks of linear and multilinear matrix-valued functions
Yongge Tian


July 2019

Visible points, the separation problem, and applications to MINLP
Felipe Serrano

Theory
Sparse PCA on fixed-rank matrices
Alberto Del Pia


October 2019

Theory
Spurious Local Minima Exist for Almost All Over-parameterized Neural Networks
Tian Ding, Dawei Li, Ruoyu Sun


December 2019

On Tackling Reverse Convex Constraints for Non-overlapping of Circles
Akang Wang, Chrysanthos E. Gounaris


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