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jayarnim/README.md

Hi, there 👋

Hello, I am a Data Scientist. My research focuses on addressing epistemic uncertainty that arises in data analysis and AI applications, primarily through Bayesian methods. My main research area is recommender systems. I became interested in this field after recognizing the conceptual parallels between my undergraduate training in Economics—particularly in modeling consumer preferences and choices—and personalized algorithms that infer user preferences and recommend relevant items.

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  1. 2025-AppSci-BACF 2025-AppSci-BACF Public

    Wang, J., & Lee, J. (2025). BACF: Bayesian Attentional Collaborative Filtering. Applied Sciences, 15(19), 10402.

    Jupyter Notebook 1

  2. 2024-KIISS-BAMF 2024-KIISS-BAMF Public

    왕재준, & 이제혁. (2024-10-31). BAMF: Bayesian Attentional Matrix Factorization with Implicit Feedback. 한국지능정보시스템학회 학술대회논문집, 서울.

    Jupyter Notebook 1