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Unsupervised Discovery of Demixed, Low-dimensional Neural Dynamics across Multiple Timescales through Tensor Components Analysis

A. H. Williams, T. H. Kim, F. Wang, S. Vyas, S. I. Ryu, K. V. Shenoy, M. Schnitzer, T. G. Kolda and S. Ganguli, Neuron, 2018

An Improved Hyperbolic Embedding Algorithm

K. Chowdhary and T. G. Kolda, Journal of Complex Networks, 2017

Triangular Alignment (TAME): A Tensor-based Approach for Higher-order Network Alignment

S. Mohammadi, D. F. Gleich, T. G. Kolda and A. Grama, IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2017

Measuring and Modeling Bipartite Graphs with Community Structure

S. Aksoy, T. G. Kolda and A. Pinar, Journal of Complex Networks, 2017

Directed Closure Measures for Networks with Reciprocity

C. Seshadhri, A. Pinar, N. Durak and T. G. Kolda, Journal of Complex Networks, 2016

Newton-Based Optimization for Kullback-Leibler Nonnegative Tensor Factorizations

S. Hansen, T. Plantenga and T. G. Kolda, Optimization Methods and Software, 2015

Numerical Optimization for Symmetric Tensor Decomposition

T. G. Kolda, Mathematical Programming B, 2015

An Adaptive Shifted Power Method for Computing Generalized Tensor Eigenpairs

T. G. Kolda and J. R. Mayo, SIAM Journal on Matrix Analysis and Applications, 2014

Counting Triangles in Massive Graphs with MapReduce

T. G. Kolda, A. Pinar, T. Plantenga, C. Seshadhri and C. Task, SIAM Journal on Scientific Computing, 2014

Exploiting Symmetry in Tensors for High Performance: Multiplication with Symmetric Tensors

M. D. Schatz, T.-M. Low, R. A. van de Geijn and T. G. Kolda, SIAM Journal on Scientific Computing, 2014