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.
Data Scientist
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
<ul type="square"> <li><strong>Title</strong>: <a href=" https://doi.org/10.48550/arXiv.2010.10604"><code>Bayesian Attention Modules</code></a></li> <li><strong>Published</strong>: <em>2020</em></l...
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></...
LambdaRank
Variational AutoEncoder
Based on the lecture “Vision AI (2024-1)” by Prof. Jong Hyuk Park, Dept. of Data Science, The Grad. School, Kookmin Univ.
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.