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Convergence of Alternating Gradient Descent for Matrix Factorization

R. Ward and T. G. Kolda, In Advances in Neural Information Processing Systems 36 (NeurIPS 2023), 2023

Streaming Generalized Canonical Polyadic Tensor Decompositions

E. T. Phipps, N. T. Johnson and T. G. Kolda, In _Proceedings of Platform for Advanced Scientific Computing (PASC’23) Conference_ACM, 2023

Parallel Tensor Compression for Large-Scale Scientific Data

W. Austin, G. Ballard and T. G. Kolda, In IPDPS’16: Proceedings of the 30th IEEE International Parallel and Distributed Processing Symposium, 2016

Diamond Sampling for Approximate Maximum All-pairs Dot-product (MAD) Search

G. Ballard, A. Pinar, T. G. Kolda and C. Seshadri, In ICDM 2015: Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Using Triangles to Improve Community Detection in Directed Networks

C. Klymko, D. F. Gleich and T. G. Kolda, In The Second ASE International Conference on Big Data Science and Computing, BigDataScience, 2014

Dynamics of Trust Reciprocation in Multi-relational Networks

A. Singhal, K. Subbian, J. Srivastava, T. G. Kolda and A. Pinar, In ASONAM ‘13: Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2013

Triadic Measures on Graphs: The Power of Wedge Sampling

C. Seshadhri, A. Pinar and T. G. Kolda, In SDM13: Proceedings of the 2013 SIAM International Conference on Data Mining, 2013

Degree Relations of Triangles in Real-world Networks and Graph Models

N. Durak, A. Pinar, T. G. Kolda and C. Seshadhri, In CIKM’12: Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

The Similarity between Stochastic Kronecker and Chung-Lu Graph Models

A. Pinar, C. Seshadhri and T. G. Kolda, In SDM12: Proceedings of the 12th SIAM International Conference on Data Mining, 2012

An In-Depth Study of Stochastic Kronecker Graphs

C. Seshadhri, A. Pinar and T. G. Kolda, In ICDM 2011: Proceedings of the 2011 IEEE International Conference on Data Mining, 2011