Courses / Activities2014 Student Research Seminar on Statistical and Machine Learning
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January 17, 2014
Room 308,Mathematics Research Center Building (ori. New Math. Bldg.)
| Invited speakers | ． | Wei-Cheng Chang (Department of Computer Science, NTU) |
| ． | Yuan-Chin Chang ( Institute of Statistical Science, Academia Sinica) | |
| ． | Meng-Hong Hsu ( Department of Mathematics, NTU) | |
| ． | Shan-Wei Lin (Department of Computer Science, NTU) | |
| ． | Wei-An Lin (Graduate Institute of Communication Engineering, NTU) | |
| ． | Tzu-Yu Ko (Department of bio-Industrial Mechatronics Engineering, NTU) | |
| ． | Tsu-Ming Kuo (Department of Computer Science, NTU) | |
| ． | Po Yao Niu (Department of Mathematics, NTU) | |
| Organizers | ． | Hung Chen (Department of Mathematics, National Taiwan University) |
| Sponsors | ． | Taida Institute for Mathematical Sciences (TIMS) |
| ． | National Taiwan University | |
| Program | ||
| 10:00 ~ 10:05 | Opening | |
| 10:05 ~ 10:45 | Chair: Prof. Hung Chen 陳宏教授 (Dept. of Math. / Institute of Applied Mathematical Sciences NTU) Yuan-Chin Chang Something Old is New Again — Statistics in Big Data Era | |
| 10:45 ~ 11:00 | Tea Break | |
| 11:00 ~ 11:30 | Wei-Cheng Chang A Comparison of Optimization Method for Non-negative Matrix Factorization | |
| 11:30 ~ 12:00 | Shan-Wei Lin Sparse Non-negative Tensor Factorization Using Columnwise Coordinate Descent | |
| 12:00 ~ 13:15 | Lunch & Posters Meng-Hong Hsu Dimension Reduction with Random Projections | |
| 13:15 ~ 13:45 | Wei-An Lin Introduction and Discussion on Logistic Discriminant Metric Learning | |
| 13:45 ~ 14:15 | Tsu-Ming Kuo On the Study of Solving Weighted Kernel k-means via Symmetric Non-negative Matrix Factorization | |
| 14:15 ~ 14:30 | Tea Break | |
| 14:30 ~ 15:00 | Tzu-Yu Ko Using SVM to Build Grading Phalaneopsis Model by their Geometric Characteristics of Leaf and Flower | |
| 15:00 ~ 15:30 | Po Yao Niu A Brief Introduction on Recommendation System for Web Applications |
