Prob. Dist. Functions
Based on the following lectures <br> (1) “Statistics (2018-1)” by Prof. Sang Ah Lee, Dept. of Economics, College of Economics & Commerce, Kookmin Univ. <br> (2) "Statistical Models and Application ...
Data Scientist
BPMF
<ul type="square"> <li><strong>Title</strong>: <a href="https://doi.org/10.1145/1390156.1390267"><code>Bayesian Probabilistic Matrix Factorization using Markov Chain Monte Carlo</code></a></li> <li...
Probability
Based on the following lectures <br> (1) “Statistics (2018-1)” by Prof. Sang Ah Lee, Dept. of Economics, College of Economics & Commerce, Kookmin Univ. <br> (2) "Statistical Models and Application ...
What? Statistics
Based on the following lectures <br> (1) “Statistics (2018-1)” by Prof. Sang Ah Lee, Dept. of Economics, College of Economics & Commerce, Kookmin Univ. <br> (2) "Statistical Models and Application ...
AutoEncoder based Collaborative Filtering
Based on the following lectures <br> (1) “Recommendation System Design (2024-1)” by Prof. Ha Myung Park, Dept. of Artificial Intelligence. College of SW, Kookmin Univ. <br> (2) "Recommender System ...
MLP based Latent Factor Models
Based on the following lectures <br> (1) “Recommendation System Design (2024-1)” by Prof. Ha Myung Park, Dept. of Artificial Intelligence. College of SW, Kookmin Univ. <br> (2) "Recommender System ...
FPMC
<ul type="square"> <li><strong>Title</strong>: <a href="https://doi.org/10.1145/1772690.1772773"><code>Factorizing Personalized Markov Chains for next-basket recommendation</code></a></li> <li><str...
TimeSVD++
<ul type="square"> <li><strong>Title</strong>: <a href="https://doi.org/10.1145/1557019.1557072"><code>Collaborative Filtering with Temporal Dynamic</code></a></li> <li><strong>Published</strong>: ...
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...
Latent Factor Model
Based on the following lectures <br> (1) “Recommendation System Design (2024-1)” by Prof. Ha Myung Park, Dept. of Artificial Intelligence. College of SW, Kookmin Univ. <br> (2) "Recommender System ...