Intelligent Crop Production: Data-integrative, Multi-task Learning Meets Crop Simulator

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  • 2023

    Contextualized Graph Embeddings for Adverse Drug Event Detection

    Gao, Y., Ji, S., Zhang, T., Tiwari, P. & Marttinen, P., 17 Mar 2023, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2022, Proceedings: European Conference, ECML PKDD 2022, Grenoble, France, September 19–23, 2022, Proceedings, Part II. Amini, M.-R., Canu, S., Fischer, A., Guns, T., Kralj Novak, P. & Tsoumakas, G. (eds.). Springer, p. 605–620 16 p. (Lecture notes in computer science; vol. 13714).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    2 Citations (Scopus)
    142 Downloads (Pure)
  • 2022

    Deconfounded Representation Similarity for Comparison of Neural Networks

    Cui, T., Kumar, Y., Marttinen, P. & Kaski, S., 2022, Advances in Neural Information Processing Systems 35 (NeurIPS 2022). Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Morgan Kaufmann Publishers, 14 p. (Advances in Neural Information Processing Systems; vol. 35).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

    Open Access
  • 2021

    A Critical Look at the Consistency of Causal Estimation with Deep Latent Variable Models

    Rissanen, S. & Marttinen, P., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Neural Information Processing Systems Foundation, p. 4207-4217 11 p. (Advances in Neural Information Processing Systems; vol. 6).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

    Open Access
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    12 Citations (Scopus)
    60 Downloads (Pure)