Research output per year
Research output per year
Personal profile
Education/Academic qualification
Tekn. toht., tietotekniikka
Award Date: 29 May 2023
Master's degree, Engineering and Technology, University College London
Award Date: 1 Nov 2016
Fingerprint
Dive into the research topics where Tianyu Cui is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
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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Incorporating functional summary information in Bayesian neural networks using a Dirichlet process likelihood approach
Raj, V., Cui, T., Heinonen, M. & Marttinen, P., 2023, Proceedings of The 26th International Conference on Artificial Intelligence and Statistics (AISTATS) 2023. Ruiz, F., Dy, J. & van de Meent, J.-W. (eds.). JMLR, p. 6741-6763 (Proceedings of Machine Learning Research; vol. 206).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open AccessFile35 Downloads (Pure) -
Interaction Detection with Probabilistic Deep Learning for Genetics
Cui, T., 2023, Aalto University. 168 p.Research output: Thesis › Doctoral Thesis › Collection of Articles
Open Access -
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 proceeding › Conference article in proceedings › Scientific › peer-review
Open Access -
Gene–gene interaction detection with deep learning
Cui, T., El Mekkaoui, K., Reinvall, J., Havulinna, A. S., Marttinen, P. & Kaski, S., 12 Nov 2022, In: Communications Biology. 5, 1, p. 1-12 12 p., 1238.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile6 Citations (Scopus)106 Downloads (Pure) -
Informative Bayesian Neural Network Priors for Weak Signals
Cui, T., Havulinna, A. S., Marttinen, P. & Kaski, S., 2021, In: Bayesian Analysis.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Citation (Scopus)116 Downloads (Pure)
Projects
- 1 Active
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-: INTERVENE/Kaski S.
Kaski, S. (Principal investigator), Cui, T. (Project Member) & Wharrie, S. (Project Member)
01/01/2021 → 31/12/2025
Project: EU: Framework programmes funding
Datasets
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Code for "Gene-Gene Interaction Detection with Deep Learning"
Cui, T. (Creator), Zenodo, 2022
Dataset: Software or code