Research output per year
Research output per year
Personal profile
Education/Academic qualification
Master's degree, Natural Sciences, University of Helsinki
Award Date: 13 Nov 2017
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Dive into the research topics where Joonas Jälkö is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Locally Differentially Private Bayesian Inference
Kulkarni, T., Jälkö, J., Kaski, S. & Honkela, A., 2022, (Submitted).Research output: Contribution to conference › Paper › Scientific › peer-review
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Privacy-preserving Data Sharing on Vertically Partitioned Data
Tajeddine, R., Jälkö, J., Kaski, S. & Honkela, A., 2022, (Submitted).Research output: Contribution to conference › Paper › Scientific › peer-review
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Differentially Private Bayesian Inference for Generalized Linear Models
Kulkarni, T., Jälkö, J., Koskela, A., Kaski, S. & Honkela, A., 2021, Proceedings of the 38th International Conference on Machine Learning. Meila, M. & Zhang, T. (eds.). p. 5838-5849 12 p. (Proceedings of Machine Learning Research ; vol. 139).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile9 Downloads (Pure) -
Privacy-preserving data sharing via probabilistic modeling
Jälkö, J., Lagerspetz, E., Haukka, J., Tarkoma, S., Honkela, A. & Kaski, S., 9 Jul 2021, In: Patterns. 2, 7, 10 p., 100271.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Citation (Scopus)26 Downloads (Pure) -
Tight Differential Privacy for Discrete-Valued Mechanisms and for the Subsampled Gaussian Mechanism Using FFT
Koskela, A., Jälkö, J., Prediger, L. & Honkela, A., 2021, Proceedings of The 24th International Conference on Artificial Intelligence and Statistics. Banerjee, A. & Fukumizu, K. (eds.). 10 p. (Proceedings of Machine Learning Research ; vol. 130).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile4 Downloads (Pure)
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FIT: Federated probabilistic modelling for heterogeneous programmable IoT systems
Kaski, S., Kulkarni, T., Mallasto, A., Jälkö, J. & Prediger, L.
04/09/2019 → 31/12/2022
Project: Academy of Finland: Other research funding
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SA/COVID-19 Kaski T31302
Kaski, S., Jälkö, J. & Kulkarni, T.
01/02/2020 → 31/12/2021
Project: Academy of Finland: Other research funding
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Interactive machine learning from multiple biodata sources
Kaski, S., Hämäläinen, A., Jain, A., Gadd, C., Hegde, P., Jälkö, J., Shen, Z., Trinh, T. & Siren, J.
01/01/2019 → 31/08/2021
Project: Academy of Finland: Other research funding
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Interactive machine learning from multiple biodata sources
Sundin, I., Kaski, S., Afrabandpey, H., Chen, Y., Blomstedt, P., Hegde, P., Pesonen, H., Honkamaa, J., Kangas, J., Qin, X., Jälkö, J., Reinvall, J., Aushev, A., Celikok, M. M., Daee, P., Eranti, P., Siren, J., Shen, Z. & Peltola, T.
01/01/2016 → 31/12/2018
Project: Academy of Finland: Other research funding