publications

My preprints and peer-reviewed work.

  1.  

    Preprint
    Distributed-Memory Randomized Algorithms for Sparse Tensor CP Decomposition
    Vivek Bharadwaj, Osman Malik, Riley Murray, Ayd覺n Bulu癟, James Demmel
    Preprint, Oct 2023

     

    NeurIPS
    Fast Exact Leverage Score Sampling from Khatri-Rao Products with Applications to Tensor Decomposition
    Vivek Bharadwaj, Osman Malik, Riley Murray, Laura Grigori, Ayd覺n Bulu癟, James Demmel
    In Thirty-seventh Conference on Neural Information Processing Systems, Dec 2023

     

    IPDPS
    Distributed-Memory Sparse Kernels for Machine Learning
    Vivek Bharadwaj, Ayd覺n Bulu癟, James Demmel
    In 2022 IEEE International Parallel and Distributed Processing Symposium (IPDPS), Jun 2022

     

    Angew. Ch.
    Ultraparamagnetic Cells Formed through Intracellular Oxidation and Chelation of Paramagnetic Iron
    Pradeep Ramesh, Son-Jong Hwang, Hunter Davis, Audrey Lee-Gosselin, Vivek Bharadwaj, Max English, and 3 more authors
    Angewandte Chemie International Edition, 2018