CiteSeerX

Jie Chen

Affiliation	University of Chicago, Argonne National Laboratory and, Argonne National Laboratory
Publications	14
H-index	6

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#Cited
28	Fast approximate kNN graph construction for high dimensional data via recursive Lanczos bisection - J. of Machine Learning Research
20	TRACE OPTIMIZATION AND EIGENPROBLEMS IN DIMENSION REDUCTION METHODS -
15	COMPUTING f(A)b VIA LEAST SQUARES POLYNOMIAL APPROXIMATIONS - - 2009
13	ON THE TENSOR SVD AND OPTIMAL LOW RANK ORTHOGONAL APPROXIMATIONS OF TENSORS ∗ -
10	Stochastic approximation of score functions for Gaussian processes - Annals of Applied Statistics - 2013
6	Lanczos Vectors versus Singular Vectors for Effective Dimension Reduction - - 2008
4	A fast summation tree code for Matérn kernel - SIAM J. Sci. Comput - 2014
2	Divide and Conquer Strategies for Effective Information Retrieval ∗ -
1	Finding Dense Subgraphs for Sparse Undirected, Directed, and Bipartite Graphs - - 2009
1	Filtered Matrix-Vector Products via the Lanczos Algorithm with Applications to Dimension Reduction - - 2007
	Preprint ANL/MCS-P4001-1212 A FAST SUMMATION TREE CODE FOR MATÉRN KERNEL -
	An Inversion-Free Estimating Equation Approach for Gaussian Process Models∗ - - 2014
	Preprint ANL/MCS-P1888-0511 DIFFERENCE FILTER PRECONDITIONING FOR LARGE COVARIANCE MATRICES -
	Preprint ANL/MCS-P1857-0311 A MATRIX-FREE APPROACH FOR SOLVING THE GAUSSIAN PROCESS MAXIMUM LIKELIHOOD PROBLEM -