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Browsing by Author "Honkela, Antti"

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Title: Advances in variational Bayesian nonlinear blind source separation Author(s): Honkela, Antti Date: 2005-05-13 Series: Dissertations in computer and information science. Report D, 10 | Doctoral thesis (article-based)
Title: Analysis of differential splicing suggests different modes of short-term splicing regulation Author(s): Topa, Hande; Honkela, Antti Date: 2016-06-15 Series: Bioinformatics, Volume 32, issue 12
Title: d3p - A Python Package for Differentially-Private Probabilistic Programming Author(s): Prediger, Lukas; Loppi, Niki; Kaski, Samuel; Honkela, Antti Date: 2022-04-01 Series: Proceedings of Privacy Enhancing Technologies, Volume 2022, issue 2
Title: Differentially Private Bayesian Inference for Generalized Linear Models Author(s): Kulkarni, Tejas; Jälkö, Joonas; Koskela, Antti; Kaski, Samuel; Honkela, Antti Date: 2021 Series: Proceedings of the 38th International Conference on Machine Learning, Proceedings of Machine Learning Research, Volume 139
Title: Efficient differentially private learning improves drug sensitivity prediction Author(s): Honkela, Antti; Das, Mrinal; Nieminen, Arttu; Dikmen, Onur; Kaski, Samuel Date: 2018-02-06 Series: BIOLOGY DIRECT, Volume 13, issue 1
Title: GPrank Author(s): Topa, Hande; Honkela, Antti Date: 2018-10-04 Series: BMC Bioinformatics, Volume 19, issue 1
Title: Nonlinear Switching State-Space Models Author(s): Honkela, Antti Date: 2001 Helsinki University of Technology | Master's thesis
Title: Privacy-preserving data sharing via probabilistic modeling Author(s): Jälkö, Joonas; Lagerspetz, Eemil; Haukka, Jari; Tarkoma, Sasu; Honkela, Antti; Kaski, Samuel Date: 2021-07-09 Series: Patterns, Volume 2, issue 7
Title: Representation transfer for differentially private drug sensitivity prediction Author(s): Niinimäki, Teppo; Heikkilä, Mikko A.; Honkela, Antti; Kaski, Samuel Date: 2019-07-15 Series: Bioinformatics, Volume 35, issue 14
Title: Sequence element enrichment analysis to determine the genetic basis of bacterial phenotypes Author(s): Lees, John A.; Vehkala, Minna; Välimäki, Niko; Harris, Simon R.; Chewapreecha, Claire; Croucher, Nicholas J.; Marttinen, Pekka; Davies, Mark R.; Steer, Andrew C.; Tong, Steven Y C; Honkela, Antti; Parkhill, Julian; Bentley, Stephen D.; Corander, Jukka Date: 2016-09-16 Series: NATURE COMMUNICATIONS, Volume 7
Title: Tight Differential Privacy for Discrete-Valued Mechanisms and for the Subsampled Gaussian Mechanism Using FFT Author(s): Koskela, Antti; Jälkö, Joonas; Prediger, Lukas; Honkela, Antti Date: 2021 Series: Proceedings of The 24th International Conference on Artificial Intelligence and Statistics, Proceedings of Machine Learning Research, Volume 130