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Updated bibtex and added SPAA slides.
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71 changes: 41 additions & 30 deletions content/pages/publications.bib
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@inproceedings{bharadwaj2023distributedmemory,
title={Distributed-Memory Randomized Algorithms for Sparse Tensor CP Decomposition},
author={Vivek Bharadwaj and Osman Asif Malik and Riley Murray and Aydın Buluç and James Demmel},
booktitle={36th ACM Symposium on Parallelism in Algorithms and Architectures (SPAA'24)},
month={jun},
year={2024},
eprint={2210.05105},
archivePrefix={arXiv},
primaryClass={math.NA},
selected={true},
abbr={SPAA},
bibtex_show={true},
pdf={https://arxiv.org/abs/2210.05105v3},
code={https://github.com/vbharadwaj-bk/rdist_tensor}
}
@inproceedings{bharadwaj2023fast,
title={Fast Exact Leverage Score Sampling from Khatri-Rao Products with Applications to Tensor Decomposition},
author={Vivek Bharadwaj and Osman Asif Malik and Riley Murray and Laura Grigori and Aydın Buluç and James Demmel},
booktitle={Thirty-seventh Conference on Neural Information Processing Systems (Neurips'23)},
month = {dec},
year={2023},
url={https://openreview.net/forum?id=deaHiTb6Cu},
@inproceedings{bharadwaj24_rdist_cp,
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},
month = {Jun},
year = {2024},
isbn = {9798400704161},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3626183.3659980},
doi = {10.1145/3626183.3659980},
booktitle = {Proceedings of the 36th ACM Symposium on Parallelism in Algorithms and Architectures},
pages = {155–168},
numpages = {14},
keywords = {CP decomposition, leverage score sampling, randomized linear algebra, sparse tensors},
location = {Nantes, France},
series = {SPAA '24},
pdf={https://arxiv.org/abs/2210.05105},
code={https://github.com/vbharadwaj-bk/rdist_tensor},
slides={pdf/2024/2024_spaa.pdf},
selected={true},
abbr={NeurIPS},
pdf={https://arxiv.org/abs/2301.12584},
code={https://github.com/vbharadwaj-bk/fast_tensor_leverage},
poster={pdf/neurips23/neurips23_poster.pdf},
slides={pdf/neurips23/neurips23_slides_short.pdf},
abbr={SPAA},
bibtex_show={true},
web={https://neurips.cc/virtual/2023/poster/71010}
}
@inproceedings{bharadwaj23_fast_krp_leverage,
author = {Bharadwaj, Vivek and Malik, Osman Asif and Murray, Riley and Grigori, Laura and Buluç, Aydın and Demmel, James},
booktitle = {Advances in Neural Information Processing Systems},
editor = {A. Oh and T. Naumann and A. Globerson and K. Saenko and M. Hardt and S. Levine},
pages = {47874--47901},
publisher = {Curran Associates, Inc.},
title = {Fast Exact Leverage Score Sampling from Khatri-Rao Products with Applications to Tensor Decomposition},
volume = {36},
month= {Dec},
year = {2023},
selected={true},
abbr={NeurIPS},
pdf={https://arxiv.org/abs/2301.12584},
code={https://github.com/vbharadwaj-bk/fast_tensor_leverage},
poster={pdf/neurips23/neurips23_poster.pdf},
slides={pdf/neurips23/neurips23_slides_short.pdf},
bibtex_show={true},
web={https://neurips.cc/virtual/2023/poster/71010}
}
@inproceedings{bharadwaj22_distspml,
author = {Vivek Bharadwaj and Aydın Buluç and James Demmel},
booktitle = {2022 IEEE International Parallel and Distributed Processing Symposium (IPDPS'22)},
booktitle = {2022 IEEE International Parallel and Distributed Processing Symposium},
title = {Distributed-Memory Sparse Kernels for Machine Learning},
year = {2022},
volume = {},
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