Research output per year
Research output per year
Personal profile
Education/Academic qualification
Dipl.ins., tietotekniikka
Award Date: 31 Jan 2019
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Dive into the research topics where Pashupati Hegde is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Bayesian inference of ODEs with Gaussian processes
Hegde, P., Yıldız, Ç., Lähdesmäki, H., Kaski, S. & Heinonen, M., 2021, (Unpublished) In: arXiv.org.Research output: Contribution to journal › Article › Scientific
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Deep learning with differential Gaussian process flows
Hegde, P., Heinonen, M., Lähdesmäki, H. & Kaski, S., Apr 2019, The 22nd International Conference on Artificial Intelligence and Statistic. JMLR, Vol. 89. p. 1-15 16 p. (Proceedings of Machine Learning Research; vol. 89).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile15 Citations (Scopus)79 Downloads (Pure) -
Variational zero-inflated Gaussian processes with sparse kernels
Hegde, P., Heinonen, M. & Kaski, S., 2018, 34th Conference on Uncertainty in Artificial Intelligence 2018, UAI 2018. Association for Uncertainty in Artificial Intelligence, Vol. 1. p. 361-371 148Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open Access4 Citations (Scopus)
Projects
- 3 Finished
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Interactive machine learning from multiple biodata sources
Kaski, S., Hämäläinen, A., Gadd, C., Hegde, P., Shen, Z., Siren, J., Trinh, T., Jain, A. & Jälkö, 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., Aushev, A., Honkamaa, J., Blomstedt, P., Hegde, P., Siren, J., Pesonen, H., Kangas, J., Qin, X., Shen, Z., Peltola, T., Celikok, M. M., Daee, P., Eranti, P., Jälkö, J. & Reinvall, J.
01/01/2016 → 31/12/2018
Project: Academy of Finland: Other research funding
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Data-Driven Decision Support for Digital Health
Kaski, S., Eranti, P., Strahl, J., Vuollekoski, H., Blomstedt, P., Sundin, I., Hegde, P., Daee, P. & Niinimäki, T.
01/01/2016 → 30/06/2018
Project: Academy of Finland: Other research funding