Gaussian Process
Stochastic Process 확률적 과정(Stochastic Process) 어떤 시점 혹은 위치 지표 $t$ 에 대하여 확률변수들의 집합 \(\{X_{t} \mid t \in T\}\) 이 주어졌을 때 이를 확률적 과정이라고 한다. 즉, 확률적 과정은 시간 또는 공간을 따라 변화하는 확률변수들의 집합으로서...
Data Scientist
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...
DACR
<ul type="square"> <li><strong>Title</strong>: <a href="https://doi.org/10.3390/app122010594"><code>Deep Collaborative Recommendation Algorithm Based on Attention Mechanism</code></a></li> <li><str...
FAWMF
<ul type="square"> <li><strong>Title</strong>: <a href="https://doi.org/10.1609/aaai.v34i04.5751"><code>Fast Adaptively Weighted Matrix Factorization for Recommendation with Implicit Feedback</code...
ExpoMF
<ul type="square"> <li><strong>Title</strong>: <a href="https://doi.org/10.1145/2872427.2883090"><code>Modeling User Exposure in Recommendation</code></a></li> <li><strong>Published</strong>: <em>2...
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.
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></...
Attention Mechanism
Based on the lecture “Text Analytics (2024-1)” by Prof. Je Hyuk Lee, Dept. of Data Science, The Grad. School, Kookmin Univ.