https://wiki.eecs.yorku.ca/user/hj/ 2026-04-23T07:48:32+00:00 https://wiki.eecs.yorku.ca/user/hj/ https://wiki.eecs.yorku.ca/user/hj/_media/wiki:dokuwiki-128.png text/html 2024-11-17T01:08:02+00:00 huijiang (huijiang@undisclosed.example.com) https://wiki.eecs.yorku.ca/user/hj/start?rev=1731805682&do=diff Prof. Hui Jiang Welcome to Prof. Hui Jiang's Home Page at YorkU Hui Jiang Department of Electrical Engineering and Computer Science, York University 4700 Keele Street, Toronto, Ontario, M3J 1P3, CANADA Office: LAS 3014 Tel: (416) 736-2100 x33346 text/html 2024-07-11T15:13:57+00:00 huijiang (huijiang@undisclosed.example.com) https://wiki.eecs.yorku.ca/user/hj/publication:recentpublication?rev=1720710837&do=diff Recent Publication (from 2012) Books: * H. Jiang, "Machine Learning Fundamentals", Cambridge University Press, 2021. ([bibtex]) Referred Journal Papers: * S. Zhang, C. Liu, H. Jiang, S. Wei, L. Dai, Y. Hu, “Non-Recurrent Neural Structure for Long-Term Dependency,” IEEE/ACM Trans. on Audio, Speech and Language Processing, pp. 871-884, Vol. 25, No. 4, April 2017. text/html 2024-07-11T15:13:00+00:00 huijiang (huijiang@undisclosed.example.com) https://wiki.eecs.yorku.ca/user/hj/publication:start?rev=1720710780&do=diff Publication Representative Publications: * H. Jiang, "Machine Learning Fundamentals", Cambridge University Press, 2021. ([bibtex]) * S. Zhang, H. Jiang, L. Dai, "Hybrid Orthogonal Projection and Estimation (HOPE): A New Framework to Learn Neural Networks", Journal of Machine Learning Research (JMLR), 17(37):1−33, 2016. * O. Abdel-Hamid, A. Mohamed, H. Jiang, L. Deng, G. Penn, D. Yu, text/html 2024-04-02T22:44:44+00:00 huijiang (huijiang@undisclosed.example.com) https://wiki.eecs.yorku.ca/user/hj/research:mlfbook?rev=1712097884&do=diff Machine Learning Fundamentals Machine Learning Fundamentals ©Hui Jiang 2021, Cambridge University Press <https://www.amazon.com/Machine-Learning-Fundamentals-Concise-Introduction/dp/1108940021> * Hui Jiang, "Machine Learning Fundamentals", Cambridge University Press, 2021. ([bibtex]) * GitHub Site: the companion repository for supplementary materials * [Detailed Content] * Lecture Slides: [Ch1], [Ch2], [Ch3], [Ch4], [Ch5], [Ch6], [Ch7], [Ch8], [Ch9], [Ch10], [Ch11], [Ch12], [Ch13… text/html 2023-04-24T17:19:20+00:00 hj (hj@undisclosed.example.com) https://wiki.eecs.yorku.ca/user/hj/publication:arxivwork?rev=1682356760&do=diff My latest work published in arXiv.org: * Hui Jiang, “A Latent Space Theory for Emergent Abilities in Large Language Models,” arXiv:2304.09960. * Behnam Asadi, Hui Jiang, “On Approximation Capabilities of ReLU Activation and Softmax Output Layer in Neural Networks text/html 2022-02-07T20:20:39+00:00 hj (hj@undisclosed.example.com) https://wiki.eecs.yorku.ca/user/hj/?image=research%3Ach15_graphical_models.pdf&ns=research&rev=1644265239&tab_details=history&media_do=diff&do=media <img src="https://wiki.eecs.yorku.ca/user/hj/lib/images/fileicons/svg/pdf.svg" alt="ch15_graphical_models.pdf" loading="lazy" width="500" height="500" /> text/html 2022-02-07T20:20:21+00:00 hj (hj@undisclosed.example.com) https://wiki.eecs.yorku.ca/user/hj/?image=research%3Ach14_bayesian_learning.pdf&ns=research&rev=1644265221&tab_details=history&media_do=diff&do=media <img src="https://wiki.eecs.yorku.ca/user/hj/lib/images/fileicons/svg/pdf.svg" alt="ch14_bayesian_learning.pdf" loading="lazy" width="500" height="500" /> text/html 2022-02-07T20:20:03+00:00 hj (hj@undisclosed.example.com) https://wiki.eecs.yorku.ca/user/hj/?image=research%3Ach13_entangled_models.pdf&ns=research&rev=1644265203&tab_details=history&media_do=diff&do=media <img src="https://wiki.eecs.yorku.ca/user/hj/lib/images/fileicons/svg/pdf.svg" alt="ch13_entangled_models.pdf" loading="lazy" width="500" height="500" /> text/html 2022-02-07T20:19:43+00:00 hj (hj@undisclosed.example.com) https://wiki.eecs.yorku.ca/user/hj/?image=research%3Ach12_mixture_models.pdf&ns=research&rev=1644265183&tab_details=history&media_do=diff&do=media <img src="https://wiki.eecs.yorku.ca/user/hj/lib/images/fileicons/svg/pdf.svg" alt="ch12_mixture_models.pdf" loading="lazy" width="500" height="500" /> text/html 2022-02-07T20:19:26+00:00 hj (hj@undisclosed.example.com) https://wiki.eecs.yorku.ca/user/hj/?image=research%3Ach11_unimodal_models.pdf&ns=research&rev=1644265166&tab_details=history&media_do=diff&do=media <img src="https://wiki.eecs.yorku.ca/user/hj/lib/images/fileicons/svg/pdf.svg" alt="ch11_unimodal_models.pdf" loading="lazy" width="500" height="500" /> text/html 2022-02-07T20:19:02+00:00 hj (hj@undisclosed.example.com) https://wiki.eecs.yorku.ca/user/hj/?image=research%3Ach10_overview_generative_models.pdf&ns=research&rev=1644265142&tab_details=history&media_do=diff&do=media <img src="https://wiki.eecs.yorku.ca/user/hj/lib/images/fileicons/svg/pdf.svg" alt="ch10_overview_generative_models.pdf" loading="lazy" width="500" height="500" /> text/html 2022-02-07T20:18:38+00:00 hj (hj@undisclosed.example.com) 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