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A Framework with Randomized Encoding for a Fast Privacy Preserving Calculation of Non-linear Kernels for Machine Learning Applications in Precision Medicine.

, , and . CANS, volume 11829 of Lecture Notes in Computer Science, page 493-511. Springer, (2019)

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PlasmoFAB: A Benchmark to Foster Machine Learning for Plasmodium falciparum Protein Antigen Candidate Prediction., , , , , and . CoRR, (2023)ESCAPED: Efficient Secure and Private Dot Product Framework for Kernel-based Machine Learning Algorithms with Applications in Healthcare., , and . CoRR, (2020)ESCAPED: Efficient Secure and Private Dot Product Framework for Kernel-based Machine Learning Algorithms with Applications in Healthcare., , and . AAAI, page 9988-9996. AAAI Press, (2021)web-rMKL: a web server for dimensionality reduction and sample clustering of multi-view data based on unsupervised multiple kernel learning., , , , and . Nucleic Acids Res., 47 (Webserver-Issue): W605-W609 (2019)Privacy-preserving SVM on Outsourced Genomic Data via Secure Multi-party Computation., , , and . IWSPA@CODASPY, page 61-69. ACM, (2020)Privacy Preserving Gaze Estimation using Synthetic Images via a Randomized Encoding Based Framework., , , , and . ETRA Short Papers, page 21:1-21:5. ACM, (2020)Identifying disease-causing mutations with privacy protection., , , , and . Bioinform., 36 (21): 5205-5213 (2021)Predicting functional effects of ion channel variants using new phenotypic machine learning methods., , , and . PLoS Comput. Biol., (March 2023)ppAURORA: Privacy Preserving Area Under Receiver Operating Characteristic and Precision-Recall Curves., , and . NSS, volume 13983 of Lecture Notes in Computer Science, page 265-280. Springer, (2023)A Framework with Randomized Encoding for a Fast Privacy Preserving Calculation of Non-linear Kernels for Machine Learning Applications in Precision Medicine., , and . CANS, volume 11829 of Lecture Notes in Computer Science, page 493-511. Springer, (2019)