Research output per year
Research output per year
Personal profile
Education/Academic qualification
Master's degree, Engineering and Technology, Aalto University
Award Date: 24 May 2021
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Dive into the research topics where Trung Trinh 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
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Research output
- 3 Conference article in proceedings
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Improving robustness to corruptions with multiplicative weight perturbations
Trinh, T., Heinonen, M., Acerbi, L. & Kaski, S., 2025, Advances in Neural Information Processing Systems 37 (NeurIPS 2024). Globerson, A., Mackey, L., Belgrave, D., Fan, A., Paquet, U., Tomczak, J. & Zhang, C. (eds.). Curran Associates Inc., (Advances in Neural Information Processing Systems; vol. 37).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access -
Input-gradient space particle inference for neural network ensembles
Trinh, T., Heinonen, M., Acerbi, L. & Kaski, S., 2024, 12th International Conference on Learning Representations (ICLR 2024). Curran Associates Inc., 19 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open AccessFile76 Downloads (Pure) -
Tackling covariate shift with node-based Bayesian neural networks
Trinh, T. Q., Heinonen, M., Acerbi, L. & Kaski, S., 17 Jul 2022, Proceedings of the 39th International Conference on Machine Learning. Chaudhuri, K., Jegelka, S., Song, L., Szepesvari, C., Niu, G. & Sabato, S. (eds.). JMLR, p. 21751-21775 25 p. (Proceedings of Machine Learning Research; vol. 162).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open AccessFile56 Downloads (Pure)
Projects
- 1 Finished
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Interactive machine learning from multiple biodata sources
Kaski, S. (Principal investigator), Bhat, A. (Project Member), Trinh, T. (Project Member), Scherting, B. (Project Member), Siren, J. (Project Member), Gadd, C. (Project Member), Hegde, P. (Project Member), Chauhan, R. (Project Member), Jain, A. (Project Member), Jälkö, J. (Project Member), Hämäläinen, A. (Project Member), Tran, A. (Project Member) & Shen, Z. (Project Member)
01/01/2019 → 31/08/2021
Project: Academy of Finland: Other research funding