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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, R. D'Oliveira, S. Rouayheb, D. Evans, J. Gardner, Z. Garrett, A. Gascón, B. Ghazi, P. Gibbons, M. Gruteser, Z. Harchaoui, C. He, L. He, Z. Huo, B. Hutchinson, J. Hsu, M. Jaggi, T. Javidi, G. Joshi, M. Khodak, J. Konecný, A. Korolova, F. Koushanfar, S. Koyejo, T. Lepoint, Y. Liu, P. Mittal, M. Mohri, R. Nock, A. Özgür, R. Pagh, M. Raykova, H. Qi, D. Ramage, R. Raskar, D. Song, W. Song, S. Stich, Z. Sun, A. Suresh, F. Tramèr, P. Vepakomma, J. Wang, L. Xiong, Z. Xu, Q. Yang, F. Yu, H. Yu, and S. Zhao. CoRR, (2019)

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Franziska Julia Peter

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Series Editorial: Inauguration Issue of the Series on Machine Learning in Communications and Networks.G. Li, W. Saad, A. Özgür, P. Kairouz, Z. Qin, J. Hoydis, Z. Han, D. Gündüz, and J. Elmirghani. IEEE J. Sel. Areas Commun., 39 (1): 1-3 (2021)User Inference Attacks on Large Language Models.N. Kandpal, K. Pillutla, A. Oprea, P. Kairouz, C. Choquette-Choo, and Z. Xu. CoRR, (2023)On the Rényi Differential Privacy of the Shuffle Model.A. Girgis, D. Data, S. Diggavi, A. Suresh, and P. Kairouz. CCS, page 2321-2341. ACM, (2021)Privacy-utility trades in crowdsourced signal map obfuscation.J. Zhang, L. Clark, M. Clark, K. Psounis, and P. Kairouz. Comput. Networks, (2022)Neural Network-based Estimation of the MMSE.M. Díaz, P. Kairouz, J. Liao, and L. Sankar. ISIT, page 1023-1028. IEEE, (2021)A sphere decoding approach for the vector Viterbi algorithm.P. Kairouz, A. Xu, N. Shanbhag, and A. Singer. ACSCC, page 114-118. IEEE, (2012)Private federated discovery of out-of-vocabulary words for Gboard.Z. Sun, P. Kairouz, H. Sun, A. Gascón, and A. Suresh. CoRR, (2024)Challenges towards the Next Frontier in Privacy.R. Cummings, D. Desfontaines, D. Evans, R. Geambasu, M. Jagielski, Y. Huang, P. Kairouz, G. Kamath, S. Oh, O. Ohrimenko and 14 other author(s). CoRR, (2023)Can LLMs get help from other LLMs without revealing private information?F. Hartmann, D. Tran, P. Kairouz, V. Carbune, and B. y Arcas. CoRR, (2024)Differentially private multi-party computation.P. Kairouz, S. Oh, and P. Viswanath. CISS, page 128-132. IEEE, (2016)

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Disambiguation of "Kairouz, Peter"

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Advances and Open Problems in Federated Learning.

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Tanja Elisabeth Peters

Andre Peters

Jillian Petersen

Robert Martin Peterreins

Franziska Julia Peter

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Disambiguation of "Kairouz, Peter"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Advances and Open Problems in Federated Learning.

Please choose a person to relate this publication to

Tanja Elisabeth Peters

Andre Peters

Jillian Petersen

Robert Martin Peterreins

Franziska Julia Peter

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Advances and Open Problems in Federated Learning.