54 citations · 155 across the 71 of their papers we have counts for
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Low Rank Tensor Decompositions and Approximations
Jiawang Nie, Li Wang, Zequn Zheng
There exist linear relations among tensor entries of low rank tensors. These linear relations can be expressed by multi-linear polynomials, which are called generating polynomials.…
Algebraic Degrees of Generalized Nash Equilibrium Problems
Jiawang Nie, Kristian Ranestad, Xindong Tang
This paper studies the algebraic degree of generalized Nash equilibrium problems (GNEPs) given by polynomials. Their generalized Nash equilibria (GNEs), as well as their KKT or Fri…
Generalized truncated moment problems with unbounded sets
Lei Huang, Jiawang Nie, Ya-Xiang Yuan
This paper studies generalized truncated moment problems with unbounded sets. First, we study geometric properties of the truncated moment cone and its dual cone of nonnegative pol…
Dehomogenization for Completely Positive Tensors
Jiawang Nie, Xindong Tang, Zi Yang +1
A real symmetric tensor is completely positive (CP) if it is a sum of symmetric tensor powers of nonnegative vectors. We propose a dehomogenization approach for studying CP tensors…
Higher Order Correlation Analysis for Multi-View Learning
Jiawang Nie, Li Wang, Zequn Zheng
Multi-view learning is frequently used in data science. The pairwise correlation maximization is a classical approach for exploring the consensus of multiple views. Since the pairw…