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@article{DBLP:journals/concurrency/VooturiVK23, author = {Dharma Teja Vooturi and Girish Varma and Kishore Kothapalli}, title = {Ramanujan bipartite graph products for efficient block sparse neural networks}, journal = {Concurr. Comput. Pract. Exp.}, volume = {35}, number = {14}, year = {2023}, url = {https://doi.org/10.1002/cpe.6363}, doi = {10.1002/CPE.6363}, timestamp = {Thu, 15 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/concurrency/VooturiVK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2304-06941, author = {Abhisek Kundu and Naveen K. Mellempudi and Dharma Teja Vooturi and Bharat Kaul and Pradeep Dubey}, title = {{AUTOSPARSE:} Towards Automated Sparse Training of Deep Neural Networks}, journal = {CoRR}, volume = {abs/2304.06941}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2304.06941}, doi = {10.48550/ARXIV.2304.06941}, eprinttype = {arXiv}, eprint = {2304.06941}, timestamp = {Wed, 19 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2304-06941.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-13486, author = {Dharma Teja Vooturi and Girish Varma and Kishore Kothapalli}, title = {Ramanujan Bipartite Graph Products for Efficient Block Sparse Neural Networks}, journal = {CoRR}, volume = {abs/2006.13486}, year = {2020}, url = {https://arxiv.org/abs/2006.13486}, eprinttype = {arXiv}, eprint = {2006.13486}, timestamp = {Wed, 01 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-13486.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/hipc/VooturiK19, author = {Dharma Teja Vooturi and Kishore Kothapalli}, title = {Efficient Sparse Neural Networks Using Regularized Multi Block Sparsity Pattern on a {GPU}}, booktitle = {26th {IEEE} International Conference on High Performance Computing, Data, and Analytics, HiPC 2019, Hyderabad, India, December 17-20, 2019}, pages = {215--224}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/HiPC.2019.00035}, doi = {10.1109/HIPC.2019.00035}, timestamp = {Thu, 20 Feb 2020 16:19:46 +0100}, biburl = {https://dblp.org/rec/conf/hipc/VooturiK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccvw/VooturiVK19, author = {Dharma Teja Vooturi and Girish Varma and Kishore Kothapalli}, title = {Dynamic Block Sparse Reparameterization of Convolutional Neural Networks}, booktitle = {2019 {IEEE/CVF} International Conference on Computer Vision Workshops, {ICCV} Workshops 2019, Seoul, Korea (South), October 27-28, 2019}, pages = {3046--3053}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/ICCVW.2019.00367}, doi = {10.1109/ICCVW.2019.00367}, timestamp = {Thu, 12 Mar 2020 10:53:35 +0100}, biburl = {https://dblp.org/rec/conf/iccvw/VooturiVK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-12322, author = {Dhiraj D. Kalamkar and Dheevatsa Mudigere and Naveen Mellempudi and Dipankar Das and Kunal Banerjee and Sasikanth Avancha and Dharma Teja Vooturi and Nataraj Jammalamadaka and Jianyu Huang and Hector Yuen and Jiyan Yang and Jongsoo Park and Alexander Heinecke and Evangelos Georganas and Sudarshan Srinivasan and Abhisek Kundu and Misha Smelyanskiy and Bharat Kaul and Pradeep Dubey}, title = {A Study of {BFLOAT16} for Deep Learning Training}, journal = {CoRR}, volume = {abs/1905.12322}, year = {2019}, url = {http://arxiv.org/abs/1905.12322}, eprinttype = {arXiv}, eprint = {1905.12322}, timestamp = {Sat, 04 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-12322.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1808-03420, author = {Dharma Teja Vooturi and Dheevatsa Mudigere and Sasikanth Avancha}, title = {Hierarchical Block Sparse Neural Networks}, journal = {CoRR}, volume = {abs/1808.03420}, year = {2018}, url = {http://arxiv.org/abs/1808.03420}, eprinttype = {arXiv}, eprint = {1808.03420}, timestamp = {Sun, 02 Sep 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1808-03420.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/hipc/VooturiKB17, author = {Dharma Teja Vooturi and Kishore Kothapalli and Upinder Singh Bhalla}, title = {Parallelizing Hines Matrix Solver in Neuron Simulations on {GPU}}, booktitle = {24th {IEEE} International Conference on High Performance Computing, HiPC 2017, Jaipur, India, December 18-21, 2017}, pages = {388--397}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/HiPC.2017.00051}, doi = {10.1109/HIPC.2017.00051}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/hipc/VooturiKB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1711-00244, author = {Dharma Teja Vooturi and Saurabh Goyal and Anamitra R. Choudhury and Yogish Sabharwal and Ashish Verma}, title = {Efficient Inferencing of Compressed Deep Neural Networks}, journal = {CoRR}, volume = {abs/1711.00244}, year = {2017}, url = {http://arxiv.org/abs/1711.00244}, eprinttype = {arXiv}, eprint = {1711.00244}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1711-00244.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ppam/VooturiK15, author = {Dharma Teja Vooturi and Kishore Kothapalli}, editor = {Roman Wyrzykowski and Ewa Deelman and Jack J. Dongarra and Konrad Karczewski and Jacek Kitowski and Kazimierz Wiatr}, title = {Parallel Algorithm for Quasi-Band Matrix-Matrix Multiplication}, booktitle = {Parallel Processing and Applied Mathematics - 11th International Conference, {PPAM} 2015, Krakow, Poland, September 6-9, 2015. Revised Selected Papers, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9573}, pages = {106--115}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-32149-3\_11}, doi = {10.1007/978-3-319-32149-3\_11}, timestamp = {Mon, 16 Sep 2019 15:32:09 +0200}, biburl = {https://dblp.org/rec/conf/ppam/VooturiK15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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