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Private Ad Modeling with DP-SGD.

, , , , , , , , и . AdKDD@KDD, том 3556 из CEUR Workshop Proceedings, CEUR-WS.org, (2023)

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Tina Badihian

Hasnain Ghazi

Badih Kareh

Anver Ghazi

Ghazi Chehab

 

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Dimension Reduction for Polynomials over Gaussian Space and Applications., , и . CoRR, (2017)Communication Complexity of Permutation-Invariant Functions., , и . SODA, стр. 1902-1921. SIAM, (2016)Deep Learning with Label Differential Privacy., , , , и . NeurIPS, стр. 27131-27145. (2021)Differentially Private Aggregation in the Shuffle Model: Almost Central Accuracy in Almost a Single Message., , , , и . ICML, том 139 из Proceedings of Machine Learning Research, стр. 3692-3701. PMLR, (2021)The Information Complexity of Hamming Distance., , и . APPROX-RANDOM, том 28 из LIPIcs, стр. 465-489. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, (2014)Decidability of Non-interactive Simulation of Joint Distributions., , и . FOCS, стр. 545-554. IEEE Computer Society, (2016)Differentially Private Ad Conversion Measurement., , , , , , , , и . CoRR, (2024)Crosslingual Capabilities and Knowledge Barriers in Multilingual Large Language Models., , , , , , , , и . CoRR, (2024)Algorithms with More Granular Differential Privacy Guarantees., , , и . ITCS, том 251 из LIPIcs, стр. 54:1-54:24. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, (2023)NP-Hardness of Reed-Solomon Decoding, and the Prouhet-Tarry-Escott Problem., , и . SIAM J. Comput., 47 (4): 1547-1584 (2018)