publications

@inproceedings{bharadwaj2023distributedmemory,
    author = "Bharadwaj, Vivek and Malik, Osman Asif and Murray, Riley and Buluç, Aydın and Demmel, James",
    title = "Distributed-Memory Randomized Algorithms for Sparse Tensor CP Decomposition",
    booktitle = "36th ACM Symposium on Parallelism in Algorithms and Architectures (SPAA'24)",
    month = "jun",
    year = "2024",
    eprint = "2210.05105",
    archivePrefix = "arXiv",
    primaryClass = "math.NA"
}

@inproceedings{bharadwaj2023fast,
    author = "Bharadwaj, Vivek and Malik, Osman Asif and Murray, Riley and Grigori, Laura and Buluç, Aydın and Demmel, James",
    title = "Fast Exact Leverage Score Sampling from Khatri-Rao Products with Applications to Tensor Decomposition",
    booktitle = "Thirty-seventh Conference on Neural Information Processing Systems (Neurips'23)",
    month = "dec",
    year = "2023",
    url = "https://openreview.net/forum?id=deaHiTb6Cu"
}

@inproceedings{bharadwaj22_distspml,
    author = "Bharadwaj, Vivek and Buluç, Aydın and Demmel, James",
    booktitle = "2022 IEEE International Parallel and Distributed Processing Symposium (IPDPS'22)",
    title = "Distributed-Memory Sparse Kernels for Machine Learning",
    year = "2022",
    volume = "",
    issn = "",
    pages = "47-58",
    keywords = "machine learning algorithms;costs;runtime;collaborative filtering;layout;machine learning;inference algorithms",
    doi = "10.1109/IPDPS53621.2022.00014",
    url = "https://doi.ieeecomputersociety.org/10.1109/IPDPS53621.2022.00014",
    publisher = "IEEE Computer Society",
    address = "Los Alamitos, CA, USA",
    month = "jun"
}