Jiawang Nie

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 36

Top Topics

Tensor Decomposition

Gaussian Mixture

Top Venues

SIAM J. Matrix Anal. Appl.

Publications

Bingni Guo, Jiawang Nie, Zi Yang
Diagonal Gaussian Mixture Models and Higher Order Tensor Decompositions. CoRR (2024)
Jinling Zhou, Jiawang Nie, Zheng Peng, Guangming Zhou
The Rank-1 Completion Problem for Cubic Tensors. CoRR (2024)
Jiawang Nie, Xindong Tang
Nash Equilibrium Problems of Polynomials. Math. Oper. Res. 49 (2) (2024)
Jiawang Nie, Xindong Tang
Convex generalized Nash equilibrium problems and polynomial optimization. Math. Program. 198 (2) (2023)
Jiawang Nie, Liu Yang, Suhan Zhong, Guangming Zhou
Distributionally Robust Optimization with Moment Ambiguity Sets. J. Sci. Comput. 94 (1) (2023)
Jiawang Nie, Suhan Zhong
Loss functions for finite sets. Comput. Optim. Appl. 84 (2) (2023)
Lei Huang, Jiawang Nie, Ya-Xiang Yuan
Generalized Truncated Moment Problems with Unbounded Sets. J. Sci. Comput. 95 (1) (2023)
Jiawang Nie, Xindong Tang, Suhan Zhong
Rational Generalized Nash Equilibrium Problems. SIAM J. Optim. 33 (3) (2023)
Lei Huang, Jiawang Nie, Ya-Xiang Yuan
Homogenization for polynomial optimization with unbounded sets. Math. Program. 200 (1) (2023)
Jiawang Nie, Li Wang, Zequn Zheng
Higher Order Correlation Analysis for Multi-View Learning. CoRR (2022)
Jiawang Nie, Zi Yang, Guangming Zhou
The Saddle Point Problem of Polynomials. Found. Comput. Math. 22 (4) (2022)
Lei Huang, Jiawang Nie, Ya-Xiang Yuan
Generalized truncated moment problems with unbounded sets. CoRR (2022)
Shmuel Friedland, Jean-Bernard Lasserre, Lek-Heng Lim, Jiawang Nie
Special Issue: Polynomial and Tensor Optimization. Math. Program. 193 (2) (2022)
Jiawang Nie, Li Wang, Zequn Zheng
Low Rank Tensor Decompositions and Approximations. CoRR (2022)
Jiawang Nie, Li Wang, Jane J. Ye, Suhan Zhong
A Lagrange Multiplier Expression Method for Bilevel Polynomial Optimization. SIAM J. Optim. 31 (3) (2021)
Bingni Guo, Jiawang Nie, Zi Yang
Learning Diagonal Gaussian Mixture Models and Incomplete Tensor Decompositions. CoRR (2021)
Jiawang Nie, Xindong Tang, Lingling Xu
The Gauss-Seidel method for generalized Nash equilibrium problems of polynomials. Comput. Optim. Appl. 78 (2) (2021)
Yu-Hong Dai, Xin Liu, Jiawang Nie, Zaiwen Wen
Preface. Optim. Methods Softw. 35 (2) (2020)
Jiawang Nie, Zi Yang
Hermitian Tensor Decompositions. SIAM J. Matrix Anal. Appl. 41 (3) (2020)
Igor Klep, Jiawang Nie
A Matrix Positivstellensatz with Lifting Polynomials. SIAM J. Optim. 30 (1) (2020)
Jiawang Nie
Preface to the special issue on optimization with polynomials and tensors. Comput. Optim. Appl. 75 (3) (2020)
Jiawang Nie, Liu Yang, Suhan Zhong
Stochastic polynomial optimization. Optim. Methods Softw. 35 (2) (2020)
Jiawang Nie, Ke Ye, Lihong Zhi
Symmetric Tensor Decompositions On Varieties. CoRR (2020)
Jinyan Fan, Jiawang Nie, Ruixue Zhao
The maximum tensor complementarity eigenvalues. Optim. Methods Softw. 35 (6) (2020)
Jiawang Nie, Ke Ye
Hankel Tensor Decompositions and Ranks. SIAM J. Matrix Anal. Appl. 40 (2) (2019)
Jiawang Nie
Tight relaxations for polynomial optimization and Lagrange multiplier expressions. Math. Program. 178 (1-2) (2019)
Jinyan Fan, Jiawang Nie, Anwa Zhou
Completely Positive Binary Tensors. Math. Oper. Res. 44 (3) (2019)
Jiawang Nie, Zi Yang
Hermitian Tensor Decompositions. CoRR (2019)
Jiawang Nie, Xinzhen Zhang
Real eigenvalues of nonsymmetric tensors. Comput. Optim. Appl. 70 (1) (2018)
Jiawang Nie, Zi Yang, Xinzhen Zhang
A Complete Semidefinite Algorithm for Detecting Copositive Matrices and Tensors. SIAM J. Optim. 28 (4) (2018)
Jinyan Fan, Jiawang Nie, Anwa Zhou
Tensor eigenvalue complementarity problems. Math. Program. 170 (2) (2018)
Jiawang Nie
Low Rank Symmetric Tensor Approximations. SIAM J. Matrix Anal. Appl. 38 (4) (2017)
Jiawang Nie
Generating Polynomials and Symmetric Tensor Decompositions. Found. Comput. Math. 17 (2) (2017)
Jiawang Nie, Li Wang, Jane J. Ye
Bilevel Polynomial Programs and Semidefinite Relaxation Methods. SIAM J. Optim. 27 (3) (2017)
Jiawang Nie
Symmetric Tensor Nuclear Norms. SIAM J. Appl. Algebra Geom. 1 (1) (2017)
Jiawang Nie, Xinzhen Zhang
Positive Maps and Separable Matrices. SIAM J. Optim. 26 (2) (2016)
Jiawang Nie
The hierarchy of local minimums in polynomial optimization. Math. Program. 151 (2) (2015)
Jiawang Nie
Linear optimization with cones of moments and nonnegative polynomials. Math. Program. 153 (1) (2015)
Chun-Feng Cui, Yu-Hong Dai, Jiawang Nie
All Real Eigenvalues of Symmetric Tensors. SIAM J. Matrix Anal. Appl. 35 (4) (2014)
Jiawang Nie
Optimality conditions and finite convergence of Lasserre's hierarchy. Math. Program. 146 (1-2) (2014)
Jiawang Nie, Li Wang
Semidefinite Relaxations for Best Rank-1 Tensor Approximations. SIAM J. Matrix Anal. Appl. 35 (3) (2014)
Jiawang Nie
The A -Truncated $$K$$ K -Moment Problem. Found. Comput. Math. 14 (6) (2014)
Jiawang Nie
Polynomial Optimization with Real Varieties. SIAM J. Optim. 23 (3) (2013)
Jiawang Nie
Certifying convergence of Lasserre's hierarchy via flat truncation. Math. Program. 142 (1-2) (2013)
Jiawang Nie
An exact Jacobian SDP relaxation for polynomial optimization. Math. Program. 137 (1-2) (2013)
Jiawang Nie
First order conditions for semidefinite representations of convex sets defined by rational or singular polynomials. Math. Program. 131 (1-2) (2012)
J. William Helton, Jiawang Nie
A Semidefinite Approach for Truncated K-Moment Problems. Found. Comput. Math. 12 (6) (2012)
Jiawang Nie, Li Wang
Regularization Methods for SDP Relaxations in Large-Scale Polynomial Optimization. SIAM J. Optim. 22 (2) (2012)
Jiawang Nie
Discriminants and nonnegative polynomials. J. Symb. Comput. 47 (2) (2012)
Jiawang Nie
Polynomial Matrix Inequality and Semidefinite Representation. Math. Oper. Res. 36 (3) (2011)
J. William Helton, Jiawang Nie
Semidefinite representation of convex sets. Math. Program. 122 (1) (2010)
Jiawang Nie, Kristian Ranestad, Bernd Sturmfels
The algebraic degree of semidefinite programming. Math. Program. 122 (2) (2010)
Jiawang Nie, Bernd Sturmfels
Matrix Cubes Parameterized by Eigenvalues. SIAM J. Matrix Anal. Appl. 31 (2) (2009)
Chen Ling, Jiawang Nie, Liqun Qi, Yinyu Ye
Biquadratic Optimization Over Unit Spheres and Semidefinite Programming Relaxations. SIAM J. Optim. 20 (3) (2009)
J. William Helton, Jiawang Nie
Sufficient and Necessary Conditions for Semidefinite Representability of Convex Hulls and Sets. SIAM J. Optim. 20 (2) (2009)
Jiawang Nie
Sum of squares method for sensor network localization. Comput. Optim. Appl. 43 (2) (2009)
Jiawang Nie, Kristian Ranestad
Algebraic Degree of Polynomial Optimization. SIAM J. Optim. 20 (1) (2009)
J. William Helton, Jiawang Nie
Structured semidefinite representation of some convex sets. CDC (2008)
Simai He, Zhi-Quan Luo, Jiawang Nie, Shuzhong Zhang
Semidefinite Relaxation Bounds for Indefinite Homogeneous Quadratic Optimization. SIAM J. Optim. 19 (2) (2008)
Jiawang Nie, James Demmel
Sparse SOS Relaxations for Minimizing Functions that are Summations of Small Polynomials. SIAM J. Optim. 19 (4) (2008)
Bin Li, Jiawang Nie, Lihong Zhi
Approximate GCDs of polynomials and sparse SOS relaxations. Theor. Comput. Sci. 409 (2) (2008)
Jiawang Nie, James Demmel, Ming Gu
Global minimization of rational functions and the nearest GCDs. J. Glob. Optim. 40 (4) (2008)
Bin Li, Jiawang Nie, Lihong Zhi
Approximate GCDs of polynomials and SOS relaxation. SNC (2007)
Jiawang Nie, Markus Schweighofer
On the complexity of Putinar's Positivstellensatz. J. Complex. 23 (1) (2007)
Jiawang Nie, James Demmel, Bernd Sturmfels
Minimizing Polynomials via Sum of Squares over the Gradient Ideal. Math. Program. 106 (3) (2006)
Jiawang Nie, James Demmel
Minimum Ellipsoid Bounds for Solutions of Polynomial Systems via Sum of Squares. J. Glob. Optim. 33 (4) (2005)