(News) 歡迎凡玨、宇翔、和可勳的加入
(News) 暑假上山喝咖啡、聽黑膠
(News) 國科會114年度 【 公平最佳決策樹和其應用 】計畫通過
(News) 恭喜庭煜 (Angus),順利完成 (4 + 1) 碩士論文口試 (實驗室有外籍生,自動使用全英報告與問答)
(News) 恭喜豐安和苑馳,工業系設施規劃學科競賽特優
If you are interested in operations research, machine learning, data science, and its real-world applications (in supply chain, business, smart manufacturing, etc.), please email me your resume and transcript to schedule a meeting or online chat. Please refer to this blog for more details about your resume.
- Key infor: Guides for students, Tips for the final project and your thesis
- Meeting: Group meeting, Meeting schedule
- Further infor: Optimization, Machine learning and AI
We welcome students with computer science, math and statistics, physics, and (industrial) engineering backgrounds to join our lab.
- Please ensure you are comfortable with the (introductory) material in math and Python which are free once you log in.
- More
- Charu C. Aggarwal, Linear Algebra and Optimization for Machine Learning: A Textbook, Springer, 2020. (available through CYCU VPN)
- Marc Peter Deisenroth, A. Aldo Faisal, and Cheng Soon Ong, Mathematics for Machine Learning, Cambridge University Press, 2020.
- Ulrike von Luxburg, Mathematics for Machine Learning, Winter term 2020/21. (videos)
- Dimitris Bertsimas et al., The Analytics Edge, MIT on edX. (A beautiful entry course for machine learning and optimization)
- You will take some classes in these areas in the first graduate year.
MOE Elite Scholarship Program (教育部新南向培英專案): Scholarship for Lecturers from South and Southeast Asia, (Applied to PhD program) Recipients will be awarded NT $25,000 per month for 3 years.
成員 (Team members), 莊敬 302 (ISE Building no. 23, room 302) (username at gmail dot com)
- 許志華 (Jerry Hsu), advisor (chhsu135)
- 廖庭煜 (Angus),博士班 114 級 (angus21210)
- 預研生 112 級 (4 + 1)
- 碩士班入學甄試第一名 (First place in the entrance examination for master's program)
- 2023 中原大學電資學院 (College of EECS, CYCU),AI 創意構想競賽金獎 (Gold Medal in AI Creative Concept Competition)
- Ting-Yu Liao and Chih-Hua Hsu, Comprehensive Comparisons of SPLS and HR for Multi-Collinear and Noisy Data, APIEMS, 2024. (code)
- 廖庭煜、維琪、許志華、饒忻,增強不確定性下的決策:結合 TRIZ 和機器學習方法的穩健優化框架,2025 系統性創新研討會暨專案競賽,論文競賽獎第一名 (code)
- 朱品穎 (Pollie),研究所 113 級 (a0973634180)
- 趙振宇 (Jeff),研究所 113 級 (zz2347605)
- 朱旻為 (Willy),研究所 113 級 (homework7915)
- Nyein Sandi Shwe,2025 Spring master (nyeinsandishwesep27) (Bachelor in information technology, Myanmar)
- 李宇翔,研究所 114 級 (jemmy5588)
- 黃薇瑄,碩專班 112 級 (free880130)
- 簡依光,碩專班 113 級 (ml2716fi106)
- 蔡瑋強,碩專班 113 級 (bigjogn8039)
- 廖凡玨, 碩專班 114 級
- 專題:蔡豐安 (Frank) (111 級丙班,ann3866631),呂苑馳 (Lucas) (111 級丙班,lcc11301108),黃可勳 (Ryan,keshiun88)
- 蔡豐安 (組長),求解馬可維茲模型之各演算法應用:投資決策分析,工業系作業研究學科競賽第二名
2025/6/29 土城
2024/10/24 (感謝謝總貢獻的演講費)
前成員 (Former members)
- 邱寶樟,暑期實習專題 (112 級丙班) (推甄上台大工業工程學研究所)
- 大學部:蔡豐安 (111 級丙班),吳韋澄 (111 級丙班),呂苑馳 (111 級丙班),劉耘希 (111 級丙班),林豫核 (111 級丙班),陳育申 (111 級丙班),杜芊宜 (111 級丙班),張瑋珊 (111 級丙班)
- ML 計畫:廖庭煜 (109 級丙班),顏羽軒 (109 級丙班)
- 專題:蔡佳芸 (110 級乙班),葉微君 (110 級乙班),高子涵 (110 級乙班),黃鈺荃 (110 級乙班)
- 專題:許雅婷 (109 級丙班),潘幸慈 (109 級丙班),王喬誼 (109 級丙班)
- 2023 春 SK 計畫:呂宜頻 (109 級甲班),游心蕙(109 級甲班),陳宣羽 (109 級甲班),陳韋蓁 (109 級甲班),林孝澤 (109 級乙班)
- 2022 秋 SK 計畫:莊馨怡 (108 級甲班),江維鈞 (108 級乙班),盧建亨 (108 級電資),林彥君 (109 級乙班),何雅潔 (109 級乙班),洪新凱 (109 級乙班),簡琇茹 (109 級乙班)


沒有留言:
張貼留言