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yeha-777 committed Sep 1, 2024
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### Research Interests
- Causal Machine Learning
- Interpretable Automated Personalization, Model-agnostic Personalization, etc.
- ITE/CATE estimation across various time settings and data types, especially in cases where it is difficult to assume that the treatment effect is identical for each unit, in both model-agnostic and model-specific settings.

- Causal Data Synthesis
- Deep Counterfactual Inference, Counterfactual Data Augmentation, etc.
- Performing counterfactual inference across various data types and problem settings in safety-critical domains, including visual counterfactual explanation, counterfactual image editing, EHR synthesis, etc.


### Hobby
### Hobbies
- Watching videos on Disney+ (e.g., Marvel Studios' animated series "What if...?")
- Cooking dishes from memorable places I've visited in the past, such as Sukiyaki from Japan and traditional Carbonara from Italy.


### Education
- Ph.D. Candidate in Data Science (SNU, Advisor: Sanghack Lee)
- M.A. in Economics (SNU, Advisor: Soyoung Kim)
- B.S. Major in Business Administration, minor in Financial Economics (SNU, Advisor: Wonwoo Park)
- B.S. in Business Administration, minor in Financial Economics (SNU, Advisor: Wonwoo Park)

### Honors and Awards
- Dean's List (Aug 2016)
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