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楊名全 博士
Ming-Chuan YANG, Ph. D.
楊名全 博士
Ming-Chuan YANG, Ph. D.
Resume:
Resume:
[Link]
Research Interests:
Research Interests:
Machine Learning / Deep Learning
Algorithms Design and Analysis
Computational Complexity
Information Security
Applied Mathematics
Research Experience:
Research Experience:
Postdoctoral Scholar
Research Center for Information Technology Innovation
+ Institute of Information Science,
Academia Sinica.Postdoctoral Researcher
Microelectronics and Information Systems Research Center
/ Department of Computer Science,
National Chiao Tung University
Education:
Education:
Ph.D., Computer Science and Engineering,
National Chiao Tung University ('15)
- Dissertation: Degree Lower Bounds of Polynomials for Boolean FunctionsM.S., Applied Mathematics,
National Tsing Hua University ('02)
- Thesis: Eigenvalues of Sturm-Liouville problem with periodic and related boundary conditionsB.A., Mathematics
with the educational program for secondary school teachers (＋中等學校教育學程).
National Tsing Hua University ('99)
Recent Talk:
Recent Talk:
〈複雜深度學習模型與多變數時間序列問題〉
〈以高中數學初探生成式AI原理〉[Link]
Courses:
Courses:
Calculus I & II - [EMI course] / 微積分1 & 2 [EMI課程]
Applied Statistics and Data Analysis / 應用統計與資料分析
Optimization: Theory and Applications / 最佳化(演算法)：理論與應用
Machine Learning - [EMI course] / 機器學習 [EMI課程]
Goolge Scholar:
Goolge Scholar:
[ Link ]
Contact:
Contact:
mcyang[at]mail.ntou.edu.tw
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