Introduction
This note serves as a record of my studies in LDM, organized by week number. Since our senior required that we document our work in English, all content moving forward will be written entirely in English.
8th Week
1#
Continued reading the article Bilinear Classifiers for Visual Recognition and focused on understanding the detailed steps involved in some of the derivations ( the step-by-step process of reaching a result or formula ) .
2#
Reviewed and added knowledge related to linear algebra to support understanding of the derivations in the article.
3#
Preparing to compare the article Support Matrix Machines with Bilinear Classifiers for Visual Recognition to deepen my understanding of the mathematical deductions presented in both works.
4#
Reviewed the article Optimal Margin Distribution Machine and prepared to read the related work titled Optimal Margin Distribution Matrix Machine by Jinrui Yang.
7th Week
1#
Write the response to the remark “detailed explanation of the dual problem” in the model “UPTBLDC“, about the Wolfe dual problem.
Related link
UPTBLDC_access – Online LaTeX Editor Overleaf
2#
Continue to study some related linear algebra knowledge in machine learning, and take some notes.
3#
Read the article “Bilinear Classifiers for Visual Recognition” and compared the difference with an article called “Support Matrix Machines“.
