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An Automated Framework for Distributed Deep Learning-A Tool Demo.

G. Gharibi, R. Patel, A. Khan, B. Gilkalaye, P. Vepakomma, R. Raskar, S. Penrod, G. Storm, and R. Das. ICDCS, page 1302-1305. IEEE, (2022)

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Vijayendran Koombil Kummaya Praneeth

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DecentNeRFs: Decentralized Neural Radiance Fields from Crowdsourced Images.Z. Tasneem, A. Dave, A. Singh, K. Tiwary, P. Vepakomma, A. Veeraraghavan, and R. Raskar. CoRR, (2024)Blind Inference: An Automated Privacy-Preserving Prediction Service using Secure Multi-Party Computation for Medical Applications.G. Gharibi, B. Gilkalaye, P. Vepakomma, Z. Attia, R. Das, S. Kapa, and R. Raskar. AMIA, AMIA, (2022)Assessing Disease Exposure Risk With Location Histories And Protecting Privacy: A Cryptographic Approach In Response To A Global Pandemic.A. Berke, M. Bakker, P. Vepakomma, R. Raskar, K. Larson, and A. Pentland. CoRR, (2020)Fedml: A research library and benchmark for federated machine learningC. He, S. Li, J. So, M. Zhang, H. Wang, X. Wang, P. Vepakomma, A. Singh, H. Qiu, L. Shen and 1 other author(s). arXiv preprint arXiv:2007.13518, (2020)Advances and Open Problems in Federated Learning.P. Kairouz, H. McMahan, B. Avent, A. Bellet, M. Bennis, A. Bhagoji, K. Bonawitz, Z. Charles, G. Cormode, R. Cummings and 48 other author(s). CoRR, (2019)Decouple-and-Sample: Protecting Sensitive Information in Task Agnostic Data Release.A. Singh, E. Garza, A. Chopra, P. Vepakomma, V. Sharma, and R. Raskar. ECCV (13), volume 13673 of Lecture Notes in Computer Science, page 499-517. Springer, (2022)A-Wristocracy: Deep learning on wrist-worn sensing for recognition of user complex activities.P. Vepakomma, D. De, S. Das, and S. Bhansali. BSN, page 1-6. IEEE, (2015)Mix2SFL: Two-Way Mixup for Scalable, Accurate, and Communication-Efficient Split Federated Learning.S. Oh, H. Nam, J. Park, P. Vepakomma, R. Raskar, M. Bennis, and S. Kim. IEEE Trans. Big Data, 10 (3): 238-248 (June 2024)Parallel Quasi-Concave Set Function Optimization for Scalability Even Without Submodularity.P. Vepakomma, Y. Kempner, R. Alfaro, and R. Raskar. HPEC, page 1-8. IEEE, (2023)NoPeek-Infer: Preventing face reconstruction attacks in distributed inference after on-premise training.P. Vepakomma, A. Singh, E. Zhang, O. Gupta, and R. Raskar. FG, page 1-8. IEEE, (2021)

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Disambiguation of "Vepakomma, Praneeth"

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An Automated Framework for Distributed Deep Learning-A Tool Demo.

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Vijayendran Koombil Kummaya Praneeth

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copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML An Automated Framework for Distributed Deep Learning-A Tool Demo.

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Vijayendran Koombil Kummaya Praneeth

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An Automated Framework for Distributed Deep Learning-A Tool Demo.