A 1600-word submission is due on September 8, which should include the methods you used, such as Python, C++, etc., as well as the experimental content. Additionally, a 10-minute presentation with slides is required to explain the research content.
Cite no fewer than 10 references from literature published within the last five years.
1. The report should be written using the NeurIPS (Neural Information Processing Systems Conference) template. You can choose to edit in Word format, Rich Text Format (RTF), or LaTeX format.
Template download: https://nips.cc/Conferences/2015/PaperInformation/StyleFiles
Final Project Format: To complete the final project, it is mandatory to follow the format of a professional conference paper, specifically adhering to the official NeurIPS guidelines. NeurIPS is considered one of the largest machine learning conferences. The final project should be concise, with a maximum of 8 pages, including references. Any supplementary materials can be placed in the appendix, which does not count towards the page limit. Use the official NeurIPS template, which can be downloaded from the following link: https://nips.cc/Conferences/2015/PaperInformation/StyleFiles, and you can choose either Microsoft Word or LaTeX as the preferred format for preparing the document.
Final Project Requirements: Although there will be some flexibility in the research topic (and students are encouraged to choose a project based on their own interests), the final project may involve the exploration of gradient descent methods applied to statistical learning problems, including a rigorous derivation of results and their application to new models, whether from a theoretical perspective (e.g., understanding algorithm behavior in new models) or from an applied perspective (e.g., applying the algorithm to new synthetic or real datasets). For example, any topic based on theoretical publications from conferences such as NeurIPS, ICML, ICLR, AISTATS, and COLD may be chosen for the final project. Other recommended directions include the following important papers:
https://arxiv.org/abs/1802.08246
https://arxiv.org/abs/1710.10345
https://arxiv.org/abs/1606.00468
https://arxiv.org/abs/1611.03530
By September 14, the entire paper must be completed, including the introduction and conclusion, as well as formatting