Jiawang Nie
- Semidefinite Representation of Convex Sets
2007/05/28 by J. William Helton, Jiawang Nie, Helton, J. William +1 · 6 citations
Computer Science · Engineering · Mathematics · #Advanced Control Systems Optimization #Advanced Optimization Algorithms Research #Algebraic Geometry (math.AG) #FOS: Mathematics #Optimization and Control (math.OC) #Optimization and Variational Analysis
- Optimality Conditions and Finite Convergence of Lasserre's Hierarchy
2012/06/01 by Jiawang Nie, Nie, Jiawang · 6 citations
Computer Science · Mathematics · #Advanced Optimization Algorithms Research #Commutative Algebra and Its Applications #FOS: Mathematics #Optimization and Control (math.OC) #Polynomial and algebraic computation
- Minimum Ellipsoid Bounds for Solutions of Polynomial Systems via Sum of Squares
2004/11/05 by Jiawang Nie, James Demmel, Nie, Jiawang +1 · 2 citations
Computer Science · Mathematics · #Advanced Differential Equations and Dynamical Systems #Advanced Optimization Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Polynomial and algebraic computation
- Hermitian Tensor Decompositions
2019/12/16 by Jiawang Nie, Zi Yang, Nie, Jiawang +1 · 3 citations
Computer Science · Mathematics · #FOS: Mathematics #Matrix Theory and Algorithms #Numerical Analysis (math.NA) #Tensor decomposition and applications
- Semidefinite Relaxations for Best Rank-1 Tensor Approximations
2013/08/29 by Jiawang Nie, Li Wang, Nie, Jiawang +1 · 2 citations
Mathematics · Computer Science · #Tensor decomposition and applications #Advanced Optimization Algorithms Research #Matrix Theory and Algorithms
- Sufficient and Necessary Conditions for Semidefinite Representability of Convex Hulls and Sets
2007/09/25 by J. William Helton, Helton, J. William, Jiawang Nie +1 · 1 citation
Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #Algebraic Geometry (math.AG) #FOS: Mathematics #Optimization and Control (math.OC) #Optimization and Variational Analysis #Sparse and Compressive Sensing Techniques
- Distributionally Robust Optimization with Moment Ambiguity Sets
2021/03/23 by Jiawang Nie, Nie, Jiawang, Yang Liu +5 · 2 citations
Decision Sciences · Mathematics · Engineering · #Risk and Portfolio Optimization #Fuzzy Systems and Optimization #Optimization and Mathematical Programming
- A Complete Semidefinite Algorithm for Detecting Copositive Matrices and Tensors
2017/11/10 by Jiawang Nie, Zi Yang, Nie, Jiawang +3 · 1 citation
Computer Science · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #Matrix Theory and Algorithms #Optimization and Control (math.OC) #Tensor decomposition and applications
- Completely Positive Binary Tensors
2018/08/07 by Jinyan Fan, Jiawang Nie, Fan, Jinyan +3 · 1 citation
Computer Science · Engineering · Mathematics · #FOS: Mathematics #Matrix Theory and Algorithms #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Tensor decomposition and applications
- Distributionally Robust Optimization with Polynomial Robust Constraints
2023/08/29 by Jiawang Nie, Suhan Zhong, Nie, Jiawang +1 · 2 citations
Decision Sciences · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Optimization and Mathematical Programming #Risk and Portfolio Optimization
- First Order Conditions for Semidefinite Representations of Convex Sets Defined by Rational or Singular Polynomials
2008/06/28 by Jiawang Nie, Nie, Jiawang · 1 citation
Mathematics · Computer Science · #Advanced Optimization Algorithms Research #Polynomial and algebraic computation #Matrix Theory and Algorithms
- Learning Diagonal Gaussian Mixture Models and Incomplete Tensor Decompositions
2021/02/08 by Bingni Guo, Jiawang Nie, Guo, Bingni +3 · 1 citation
Computer Science · Mathematics · #FOS: Mathematics #Machine Learning and Algorithms #Numerical Analysis (math.NA) #Tensor decomposition and applications
- Moment-SOS relaxations for moment and tensor recovery problems
2024/04/28 by Lei Huang, Jiawang Nie, Huang, Lei +3 · 1 citation
Computer Science · Engineering · #Advanced Numerical Methods in Computational Mathematics #Elasticity and Material Modeling #FOS: Mathematics #Matrix Theory and Algorithms #Optimization and Control (math.OC)
- Low Rank Tensor Decompositions and Approximations
2022/08/16 by Jiawang Nie, Nie, Jiawang, Li Wang +3 · 1 citation
Computer Science · Engineering · Mathematics · #Computational Physics and Python Applications #FOS: Mathematics #Numerical Analysis (math.NA) #Sparse and Compressive Sensing Techniques #Tensor decomposition and applications
- Finite convergence of the Moment-SOS hierarchy for polynomial matrix optimization
2024/03/25 by Lei Huang, Huang, Lei, Jiawang Nie +1 · 1 citation
Computer Science · #FOS: Mathematics #Matrix Theory and Algorithms #Optimization and Control (math.OC)