BibTeX records: Kirsi Pietiläinen

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@inproceedings{DBLP:conf/icml/HizliJJSPM23,
  author       = {Caglar Hizli and
                  S. T. John and
                  Anne Tuulikki Juuti and
                  Tuure Tapani Saarinen and
                  Kirsi Hannele Pietil{\"{a}}inen and
                  Pekka Marttinen},
  editor       = {Andreas Krause and
                  Emma Brunskill and
                  Kyunghyun Cho and
                  Barbara Engelhardt and
                  Sivan Sabato and
                  Jonathan Scarlett},
  title        = {Causal Modeling of Policy Interventions From Treatment-Outcome Sequences},
  booktitle    = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
                  2023, Honolulu, Hawaii, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {202},
  pages        = {13050--13084},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v202/hizli23a.html},
  timestamp    = {Mon, 28 Aug 2023 17:23:08 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/HizliJJSPM23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ml4h/OdnoblyudovaHJC23,
  author       = {Arina Odnoblyudova and
                  Caglar Hizli and
                  St John and
                  Andrea Cognolato and
                  Anne Juuti and
                  Simo S{\"{a}}rkk{\"{a}} and
                  Kirsi Pietil{\"{a}}inen and
                  Pekka Marttinen},
  editor       = {Stefan Hegselmann and
                  Antonio Parziale and
                  Divya Shanmugam and
                  Shengpu Tang and
                  Mercy Nyamewaa Asiedu and
                  Serina Chang and
                  Tom Hartvigsen and
                  Harvineet Singh},
  title        = {Nonparametric modeling of the composite effect of multiple nutrients
                  on blood glucose dynamics},
  booktitle    = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
                  New Orleans, Louisiana, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {225},
  pages        = {428--444},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v225/odnoblyudova23a.html},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ml4h/OdnoblyudovaHJC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/nips/HizliJJSPM23,
  author       = {{\c{C}}aglar Hizli and
                  St John and
                  Anne Juuti and
                  Tuure Saarinen and
                  Kirsi Pietil{\"{a}}inen and
                  Pekka Marttinen},
  editor       = {Alice Oh and
                  Tristan Naumann and
                  Amir Globerson and
                  Kate Saenko and
                  Moritz Hardt and
                  Sergey Levine},
  title        = {Temporal Causal Mediation through a Point Process: Direct and Indirect
                  Effects of Healthcare Interventions},
  booktitle    = {Advances in Neural Information Processing Systems 36: Annual Conference
                  on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
                  LA, USA, December 10 - 16, 2023},
  year         = {2023},
  url          = {http://papers.nips.cc/paper\_files/paper/2023/hash/b7d9b1d4a9464d5d1ece82198e351349-Abstract-Conference.html},
  timestamp    = {Fri, 01 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/HizliJJSPM23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2306-09656,
  author       = {{\c{C}}aglar Hizli and
                  S. T. John and
                  Anne Juuti and
                  Tuure Saarinen and
                  Kirsi Pietil{\"{a}}inen and
                  Pekka Marttinen},
  title        = {Temporal Causal Mediation through a Point Process: Direct and Indirect
                  Effects of Healthcare Interventions},
  journal      = {CoRR},
  volume       = {abs/2306.09656},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2306.09656},
  doi          = {10.48550/ARXIV.2306.09656},
  eprinttype    = {arXiv},
  eprint       = {2306.09656},
  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2306-09656.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2311-03129,
  author       = {Arina Odnoblyudova and
                  {\c{C}}aglar Hizli and
                  St John and
                  Andrea Cognolato and
                  Anne Juuti and
                  Simo S{\"{a}}rkk{\"{a}} and
                  Kirsi Pietil{\"{a}}inen and
                  Pekka Marttinen},
  title        = {Nonparametric modeling of the composite effect of multiple nutrients
                  on blood glucose dynamics},
  journal      = {CoRR},
  volume       = {abs/2311.03129},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2311.03129},
  doi          = {10.48550/ARXIV.2311.03129},
  eprinttype    = {arXiv},
  eprint       = {2311.03129},
  timestamp    = {Wed, 28 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2311-03129.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2209-04142,
  author       = {{\c{C}}aglar Hizli and
                  S. T. John and
                  Anne Juuti and
                  Tuure Saarinen and
                  Kirsi Pietil{\"{a}}inen and
                  Pekka Marttinen},
  title        = {Joint Non-parametric Point Process model for Treatments and Outcomes:
                  Counterfactual Time-series Prediction Under Policy Interventions},
  journal      = {CoRR},
  volume       = {abs/2209.04142},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2209.04142},
  doi          = {10.48550/ARXIV.2209.04142},
  eprinttype    = {arXiv},
  eprint       = {2209.04142},
  timestamp    = {Tue, 27 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2209-04142.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/titb/ZhangAJPM21,
  author       = {Guangyi Zhang and
                  Reza A. Ashrafi and
                  Anne Juuti and
                  Kirsi Pietil{\"{a}}inen and
                  Pekka Marttinen},
  title        = {Errors-in-Variables Modeling of Personalized Treatment-Response Trajectories},
  journal      = {{IEEE} J. Biomed. Health Informatics},
  volume       = {25},
  number       = {1},
  pages        = {201--208},
  year         = {2021},
  url          = {https://doi.org/10.1109/JBHI.2020.2987323},
  doi          = {10.1109/JBHI.2020.2987323},
  timestamp    = {Thu, 27 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/titb/ZhangAJPM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1906-03989,
  author       = {Guangyi Zhang and
                  Reza A. Ashrafi and
                  Anne Juuti and
                  Kirsi Pietil{\"{a}}inen and
                  Pekka Marttinen},
  title        = {Errors-in-variables Modeling of Personalized Treatment-Response Trajectories},
  journal      = {CoRR},
  volume       = {abs/1906.03989},
  year         = {2019},
  url          = {http://arxiv.org/abs/1906.03989},
  eprinttype    = {arXiv},
  eprint       = {1906.03989},
  timestamp    = {Thu, 14 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1906-03989.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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