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learning.
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https://www.math.cuhk.edu.hk/survey-matlab-license-needed
... - Not needed
Statistics & Machine Learning Toolbox
Statistics & Machine Learning Toolbox - Very Frequently
Statistics & Machine ...
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https://www.math.cuhk.edu.hk/community-outreach/new-wave-mathematics/lecture-29
... learning)。深度學習以神經網絡(Neural ... of big data, a new emerging field, called the deep learning, has attracted much attention in recent years. Deep learning, which is based on neural networks, has achieved great success in ...
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https://www.math.cuhk.edu.hk/people/academic-staff/shurenqi
... Fields of Interest:
Invariants, Geometric Deep Learning, Trustworthy AI, Science AI
Selected ... Qi, Fei Wang, Tieyong Zeng, and Fenglei Fan. Rethink deep learning with invariance in data representation. The ACM Web Conference (WWW), ...
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https://www.math.cuhk.edu.hk/webform/survey-license-needed
... times in a month)
Statistics & Machine Learning Toolbox
Statistics & Machine Learning Toolbox - Very Frequently (almost everyday)
...
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https://www.math.cuhk.edu.hk/gpu-and-hpc-servers
...
for running machine learning Python programs, MATLAB programs
GPU server ... purpose:
for running machine learning Python programs, MATLAB programs
GPU server ...
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https://www.math.cuhk.edu.hk/student-centre/academic-advice/faqs-1-first-year-math-applicable-students-admitted-cuhk-2019-20-or
... Module 1 versus Module 2 in DSE Mathematics) and ‘learning curves’; such difference may be reflected in the first and second ... Module 1 versus Module 2 in DSE Mathematics) and ‘learning curves’; such difference may be reflected in the first and second ...
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https://www.math.cuhk.edu.hk/seminars/artificial-intelligence-and-mathematics
... artificial intelligence, especially the subdomain deep learning, has had a transformative impact on many research areas, ranging from ... e.g., optimization and differential equations. The deep learning techniques will be illustrated with extensive examples.
...
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https://www.math.cuhk.edu.hk/people/academic-staff/rcguo
... Numerical analysis, scientific computing, data science, deep learning
Selected Publications:
S. Cao, L. ... Value Inverse Problems. International Confer- ence on Learning Representations (ICLR) 2023
I. Babuška, S. Adjerid and ...
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https://www.math.cuhk.edu.hk/seminars/applied-mathematics-seminar-langevin-algorithms-and-wasserstein-convergence-score-based
... suited for a wide range of applications, from machine learning to physical simulations. Score-based Generative Models (SGMs) ...
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https://www.math.cuhk.edu.hk/undergraduates/streams/pageb
... Big Data Computing
MATH3340 Mathematics of Machine Learning
MATH4280 Innovation and Design in Big Data Analytics
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