Space (1) Topological Space
Space 공간(Space): 어떤 종류의 수학적 대상을 모은 집합에 대하여, 그 집합 위에 고유의 연산 법칙을 제공하는 연산 구조가 부여되어 그 구조적 성질을 정의하고, 이로부터 유도 가능한 각종 성질들을 논의할 수 있는 수학적 시스템 위상 공간(Topological Space): 어떤 종류의 수학적 대상에 열림을, 그 ...
Data Scientist
Hierarchical Clustering
Based on the lecture “Intro. to Machine Learning (2023-2)” by Prof. Je Hyuk Lee, Dept. of Data Science, The Grad. School, Kookmin Univ.
Linear Discriminant Analysis
Based on the lecture “Intro. to Machine Learning (2023-2)” by Prof. Je Hyuk Lee, Dept. of Data Science, The Grad. School, Kookmin Univ.
Principal Component Analysis
Based on the lecture “Intro. to Machine Learning (2023-2)” by Prof. Je Hyuk Lee, Dept. of Data Science, The Grad. School, Kookmin Univ.
Bayesian Attention Modules
Fan, X., Zhang, S., Chen, B., & Zhou, M.<br> (2020).<br> <a href=" https://doi.org/10.48550/arXiv.2010.10604">Bayesian attention modules.</a><br> Advances in Neural Information Processing Systems, ...
CLiMF
<ul type="square"> <li><strong>Title</strong>: <a href="https://doi.org/10.1145/2365952.2365981"><code>CLiMF: Learning to Maximize Reciprocal Rank with Collaborative Less-is-More Filtering</code></...
Variational AutoEncoder
Based on the lecture “Vision AI (2024-1)” by Prof. Jong Hyuk Park, Dept. of Data Science, The Grad. School, Kookmin Univ.
BPR
<ul type="square"> <li><strong>Title</strong>: <a href="https://dl.acm.org/doi/10.5555/1795114.1795167"><code>BPR: Bayesian Personalized Ranking from Implicit Feedback</code></a></li> <li><strong>P...
GPT
Based on the lecture “Text Analytics (2024-1)” by Prof. Je Hyuk Lee, Dept. of Data Science, The Grad. School, Kookmin Univ.
BERT
Based on the lecture “Text Analytics (2024-1)” by Prof. Je Hyuk Lee, Dept. of Data Science, The Grad. School, Kookmin Univ.