Jie Chen

According to our database1, Jie Chen authored at least 21 papers between 2008 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2019
Relaxation-Based Coarsening for Multilevel Hypergraph Partitioning.
Multiscale Model. Simul., 2019

2018
Learning low-complexity autoregressive models via proximal alternating minimization.
Syst. Control. Lett., 2018

A posteriori error estimate for computing tr(f(A)) by using the Lanczos method.
Numer. Linear Algebra Appl., 2018

2017
Fast Estimation of tr(f(A)) via Stochastic Lanczos Quadrature.
SIAM J. Matrix Anal. Appl., 2017

Learning low-complexity autoregressive models with limited time sequence data.
Proceedings of the 2017 American Control Conference, 2017

2014
A Fast Summation Tree Code for Matérn Kernel.
SIAM J. Scientific Computing, 2014

A parallel linear solver for multilevel Toeplitz systems with possibly several right-hand sides.
Parallel Comput., 2014

2013
Parallelizing the Conjugate Gradient Algorithm for Multilevel Toeplitz Systems.
Proceedings of the International Conference on Computational Science, 2013

2012
Dense Subgraph Extraction with Application to Community Detection.
IEEE Trans. Knowl. Data Eng., 2012

A Matrix-free Approach for Solving the Parametric Gaussian Process Maximum Likelihood Problem.
SIAM J. Scientific Computing, 2012

Difference Filter Preconditioning for Large Covariance Matrices.
SIAM J. Matrix Anal. Appl., 2012

2011
Algebraic Distance on Graphs.
SIAM J. Scientific Computing, 2011

Computing f(A)b via Least Squares Polynomial Approximations.
SIAM J. Scientific Computing, 2011

A measure of the local connectivity between graph vertices.
Proceedings of the International Conference on Computational Science, 2011

Trace optimization and eigenproblems in dimension reduction methods.
Numer. Linear Algebra Appl., 2011

2009
Lanczos Vectors versus Singular Vectors for Effective Dimension Reduction.
IEEE Trans. Knowl. Data Eng., 2009

Fast Approximate kNN Graph Construction for High Dimensional Data via Recursive Lanczos Bisection.
J. Mach. Learn. Res., 2009

A Measure of the Connection Strengths between Graph Vertices with Applications
CoRR, 2009

Divide and Conquer Strategies for Effective Information Retrieval.
Proceedings of the SIAM International Conference on Data Mining, 2009

2008
On the Tensor SVD and the Optimal Low Rank Orthogonal Approximation of Tensors.
SIAM J. Matrix Anal. Appl., 2008

Architectural Modeling from Sparsely Scanned Range Data.
Int. J. Comput. Vis., 2008


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