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
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.
LambdaRank
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.
Transformer
Based on the lecture “Text Analytics (2024-1)” by Prof. Je Hyuk Lee, Dept. of Data Science, The Grad. School, Kookmin Univ.