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Forum of Artificial Intelligence applications in Data Science
 

Poster : events_1_1661711091815129412.jpg

December 21, 2017

Wah Lee Hall, Internation Bldg., NSYSU
Organizers:
Mei-Hui Guo (National Sun Yat-sen University)
Chieh-Sen Huang (National Sun Yat-sen University)
Su-Yun Huang (Academia Sinica)
Horng-Shing Lu (National Chiao Tung University)

時間

議題

主講人

9:30-10:05

Registration

10:05-10:20

開幕致詞15分

主持人:Meihui Guo

第一場數據科學應用(主持人:Meihui Guo, Dept. of Applied Mathematics, National Sun Yat-sen University)

10:20-10:50

Applications of cost-sensitive classification or active learning in AI

Hsuan-Tien Lin,

Department of Computer Science and Information Engineering,  National Taiwan University and Chief Data Scientist of Appier.

10:50-11:20

Model selection for high-dimensional heteroscedastic and dependent  data using linear and nonlinear greedy methods

Ching-Kang Ing,  Institute of Statistics, National Tsing Hua University

Department of Mathematics - Duke University

11:20-11:50

Diffuse to fuse sensors

Hau-tieng Wu, Mathematics department and Department of Statistical Science, Duke University

11:50-12:05

綜合討論

Hsuan-Tien Lin, Ching-Kang Ing, Hau-tieng Wu

 

Lunch 

第二場人工智慧與數據科學的結合(主持人:Horng-Shing Lu, Institute of Statistics, National Chiao Tung University)

13:30-14:00

Perspectives of AI Applications for Data Science

Chen-Hsiang Yeang, Institute of Statistical Science. Academia Sinica

14:00-14:30

Nonconvex Proximal Splitting Methods for Convolutional Sparse Representation

Guan-Ju Peng, Department of Applied Mathematics, Institute of Statistics, National Chung Hsing University

14:30-15:00

When Graph-based Learning Meets Applied Data Science

Cheng-Te Li,  Department of Statistics, National Cheng Kung University

15:00-15:15

綜合討論

Chen-Hsiang Yeang, Guan-Ju Peng, Cheng-Te Li

15:15-15:30

Coffee break茶敘

第三場多重隨機速寫及影像處理應用(主持人:Su-Yun Huang, Institute of Statistics Science, Academia Sinica)

15:30-16:00

Parallel singular value decomposition by random sketches forbig data intelligent analysis

Weichung Wang, Department of Mathematics, National Taiwan University

16:00-16:30

用人工智慧處理分子影像的大數據: 從今年諾貝爾化學獎談起

Wei-Hau Chang, Institute of Chemistry, Academia Sinica

16:30-16:45

綜合討論

Weichung Wang、Wei-Hau Chang

 


Contact: Peggy Lee,peggylee@ncts.ntu.edu.tw, 02-3366-8815

Poster: events_1_1661711091815129412.jpg

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 (C) 2017 National Center for Theoretical Sciences