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Efficient and Privacy Preserving Approximation of Distributed Statistical Queries.

, , , and . IEEE Trans. Big Data, 8 (5): 1399-1413 (2022)

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Variance Optimized Bagging., , and . ECML, volume 2430 of Lecture Notes in Computer Science, page 60-71. Springer, (2002)Concise essence-preserving big data representation., , , and . IEEE BigData, page 3662-3665. IEEE Computer Society, (2016)Security and Privacy Aspects in MapReduce on Clouds: A Survey., , , and . CoRR, (2016)Efficient and private approximations of distributed databases calculations., , , and . IEEE BigData, page 4487-4496. IEEE Computer Society, (2017)Deep Neural Networks as Similitude Models for Sharing Big Data., , and . IEEE BigData, page 5728-5736. IEEE, (2019)PolyDNN Polynomial Representation of NN for Communication-Less SMPC Inference., and . CSCML, volume 12716 of Lecture Notes in Computer Science, page 317-324. Springer, (2021)Privacy via Maintaining Small Similitude Data for Big Data Statistical Representation., , and . CSCML, volume 10879 of Lecture Notes in Computer Science, page 105-119. Springer, (2018)Efficient and Private Approximations of Distributed Databases Calculations., , , and . CoRR, (2016)MLDStore - DNNs as Similitude Models for Sharing Big Data (Brief Announcement)., , and . CSCML, volume 11527 of Lecture Notes in Computer Science, page 93-96. Springer, (2019)Efficient and Privacy Preserving Approximation of Distributed Statistical Queries., , , and . IEEE Trans. Big Data, 8 (5): 1399-1413 (2022)