Publications
Recent Publications and Preprints
Hussam Al Daas, Grey Ballard, Laura Grigori, Suraj Kumar, Kathryn Rouse. Parallel Memory-Independent Communication Bounds for SYRK. In Proceedings of the Symposium on Parallelism in Algorithms and Architectures (SPAA). ACM, 2023.
Yufan Huang, C. Seshadhri, and David F. Gleich. Theoretical bounds on the network community profile from low-rank semi-definite programming. arXiv:2303.14550, 2023.
Yufan Huang and David F. Gleich. A cheeger inequality for size-specific conductance. arXiv:2303.11452, 2023.
Isuru Ranawaka, Md Khaledur Rahman, and Ariful Azad. "Distributed Sparse Random Projection Trees for Constructing K-Nearest Neighbor Graphs", In 2023 Proceedings of the IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2023.
Brian Wheatman, Randal Burns, Aydın Buluç, and Helen Xu. "Optimizing Search Layouts in Packed Memory Arrays." In 2023 Proceedings of the Symposium on Algorithm Engineering and Experiments (ALENEX), pp. 148-161. Society for Industrial and Applied Mathematics, 2023.
Vivek Bharadwaj, Osman Asif Malik, Riley Murray, Laura Grigori, Aydın Buluç, and James Demmel. "Fast Exact Leverage Score Sampling from Khatri-Rao Products with Applications to Tensor Decomposition." arXiv preprint arXiv:2301.12584 (2023).
Vivek Bharadwaj, Osman Asif Malik, Riley Murray, Aydin Buluç, and James Demmel. "Distributed-Memory Randomized Algorithms for Sparse Tensor CP Decomposition." arXiv preprint arXiv:2210.05105 (2022).