Yannan Chen

According to our database1, Yannan Chen authored at least 22 papers between 2010 and 2021.

Collaborative distances:



In proceedings 
PhD thesis 


On csauthors.net:


Triple Decomposition and Tensor Recovery of Third Order Tensors.
SIAM J. Matrix Anal. Appl., 2021

A Barzilai-Borwein Gradient Algorithm for Spatio-Temporal Internet Traffic Data Completion via Tensor Triple Decomposition.
J. Sci. Comput., 2021

Decomposition and discrete approximation methods for solving two-stage distributionally robust optimization problems.
Comput. Optim. Appl., 2021

Hypergraph Clustering Using a New Laplacian Tensor with Applications in Image Processing.
SIAM J. Imaging Sci., 2020

A derivative-free algorithm for spherically constrained optimization.
J. Glob. Optim., 2020

A Tensor Rank Theory, Full Rank Tensors and The Sub-Full-Rank Property.
CoRR, 2020

A seminorm regularized alternating least squares algorithm for canonical tensor decomposition.
J. Comput. Appl. Math., 2019

Bathymetric Extraction using Overlapping Orthoimages.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

A semidefinite program approach for computing the maximum eigenvalue of a class of structured tensors and its applications in hypergraphs and copositivity test.
Numer. Linear Algebra Appl., 2018

The Fiedler Vector of a Laplacian Tensor for Hypergraph Partitioning.
SIAM J. Sci. Comput., 2017

Computing Eigenvalues of Large Scale Sparse Tensors Arising from a Hypergraph.
SIAM J. Sci. Comput., 2016

Fiber Orientation Distribution Estimation Using a Peaceman-Rachford Splitting Method.
SIAM J. Imaging Sci., 2016

Computing Extreme Eigenvalues of Large Scale Hankel Tensors.
J. Sci. Comput., 2016

Positive semi-definiteness and sum-of-squares property of fourth order four dimensional Hankel tensors.
J. Comput. Appl. Math., 2016

A dwindling filter line search method for unconstrained optimization.
Math. Comput., 2015

An Explicit SOS Decomposition of A Fourth Order Four Dimensional Hankel Tensor with A Symmetric Generating Vector.
CoRR, 2015

Positive Semidefinite Generalized Diffusion Tensor Imaging via Quadratic Semidefinite Programming.
SIAM J. Imaging Sci., 2013

A hybrid splitting method for variational inequality problems with separable structure.
Optim. Methods Softw., 2013

New ALS Methods With Extrapolating Search Directions and Optimal Step Size for Complex-Valued Tensor Decompositions.
IEEE Trans. Signal Process., 2011

Multi-weight vector projection support vector machines.
Pattern Recognit. Lett., 2010

Iterative support vector machine with guaranteed accuracy and run time.
Expert Syst. J. Knowl. Eng., 2010

A modified Newton's method for best rank-one approximation to tensors.
Appl. Math. Comput., 2010