Research output per year
Research output per year
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Bounded guaranteed algorithms for concave impurity minimization via maximum likelihood
Nguyen, T., Le, H. & Nguyen, T., Jan 2026, In: Signal Processing. 238, 110151.Research output: Contribution to journal › Article › peer-review
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Hard-Negative Sampling for Contrastive Learning: Optimal Representation Geometry and Neural-vs Dimensional-Collapse
Jiang, R., Nguyen, T., Aeron, S. & Ishwar, P., 2025, In: Transactions on Machine Learning Research. 2025-AprilResearch output: Contribution to journal › Article › peer-review
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Estimating Systemic Cognitive States from a Mixture of Physiological and Brain Signals
Scheutz, M., Aeron, S., Aygun, A., de Ruiter, J. P., Fantini, S., Fernandez, C., Haga, Z., Nguyen, T. & Lyu, B., Jul 2024, In: Topics in Cognitive Science. 16, 3, p. 485-526 42 p.Research output: Contribution to journal › Article › peer-review
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On Contrastive Learning for Domain Generalization
Nguyen, T. & Brown, D. R., 2024, Proceedings - 2024 International Conference on Machine Learning and Applications, ICMLA 2024. Wani, M. A., Angelov, P., Luo, F., Ogihara, M., Wu, X., Precup, R.-E., Ramezani, R. & Gu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 288-295 8 p. (Proceedings - 2024 International Conference on Machine Learning and Applications, ICMLA 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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On Minimizing Symbol Error Probability for Antipodal Beamforming in MIMO Gaussian Wiretap Channels
Nguyen, N., Vuong, A., Nguyen, T. & Nguyen, T., 2024, 2024 IEEE 100th Vehicular Technology Conference, VTC 2024-Fall - Proceedings. Institute of Electrical and Electronics Engineers Inc., (IEEE Vehicular Technology Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution