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Mijung Park (Project leader)
Research Group Leader
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Matej Balog
Ph.D. Student
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Jonas Köhler
Alumni
2 results

2018


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DP-MAC: The Differentially Private Method of Auxiliary Coordinates for Deep Learning

Harder, F., Köhler, J., Welling, M., Park, M.

Workshop on Privacy Preserving Machine Learning at the 32nd Conference on Neural Information Processing Systems, December 2018 (conference)

link (url) Project Page [BibTex]

2018

link (url) Project Page [BibTex]


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Differentially Private Database Release via Kernel Mean Embeddings

Balog, M., Tolstikhin, I., Schölkopf, B.

Proceedings of the 35th International Conference on Machine Learning (ICML), 80, pages: 423-431, Proceedings of Machine Learning Research, (Editors: Dy, Jennifer and Krause, Andreas), PMLR, July 2018 (conference)

link (url) Project Page Project Page [BibTex]

link (url) Project Page Project Page [BibTex]