Výsledky vyhledávání - "Vepakomma, P. (Praneeth)"

LocFedMix-SL:localize, federate, and mix for improved scalability, convergence, and latency in split learning

Autor: Oh, S. (Seungeun), Park, J. (Jihong), Vepakomma, P. (Praneeth), Baek, S. (Sihun), Raskar, R. (Ramesh), Bennis, M. (Mehdi), Kim, S.-L. (Seong-Lyun)

Split learning (SL) is a promising distributed learning framework that enables to utilize the huge data and parallel computing resources of mobile devices. SL is built upon a model-split architecture, wherein a server stores an upper model segment th

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od______2423::a6b2103c8f5d78c0182b5ce9776ef9dd
http://urn.fi/urn:nbn:fi-fe2023040334843

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Advances and Open Problems in Federated Learning

Autor: Kairouz, P. (Peter), McMahan, H.B. (H. Brendan), Avent, B. (Brendan), Bellet, A. (Aurélien), Bennis, M. (Mehdi), Bhagoji, A.N. (Arjun Nitin), Bonawitz, K. (Keith), Charles, Z. (Zachary), Cormode, G. (Graham), Cummings, R. (Rachel), D'Oliveira, R.G.L. (Rafael G. L.), Rouayheb, S.E. (Salim El), Evans, D. (David), Gardner, J. (Josh), Garrett, Z. (Zachary), Gascón, A. (Adrià), Ghazi, B. (Badih), Gibbons, P.B. (Phillip B.), Gruteser, M. (Marco), Harchaoui, Z. (Zaid), He, C. (Chaoyang), He, L. (Lie), Huo, Z. (Zhouyuan), Hutchinson, B. (Ben), Hsu, J. (Justin), Jaggi, M. (Martin), Javidi, T. (Tara), Joshi, G. (Gauri), Khodak, M. (Mikhail), Konečný, J. (Jakub), Korolova, A. (Aleksandra), Koushanfar, F. (Farinaz), Koyejo, S. (Sanmi), Lepoint, T. (Tancrède), Liu, Y. (Yang), Mittal, P. (Prateek), Mohri, M. (Mehryar), Nock, R. (Richard), Ozgür, A. (Ayfer), Pagh, R. (Rasmus), Raykova, M. (Mariana), Qi, H. (Hang), Ramage, D. (Daniel), Raskar, R. (Ramesh), Song, D. (Dawn), Song, W. (Weikang), Stich, S.U. (Sebastian U.), Sun, Z. (Ziteng), Suresh, A.T. (Ananda Theertha), Tramèr, F. (Florian), Vepakomma, P. (Praneeth), Wang, J. (Jianyu), Xiong, L. (Li), Xu, Z. (Zheng), Yang, Q. (Qiang), Yu, F.X. (Felix X.), Yu, H. (Han), Zhao, S. (Sen)

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od______4198::9c2e4a4d3951366b9b1d9d545c3472da
http://hdl.handle.net/20.500.12210/22091

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