Yubin Park

Joined

July 2019

Yubin Park

****@gmail.com (Confirmed)

****@apollomed.net (Confirmed)

PhD student

University of Texas at Austin (utexas.edu)

2009 – 2014

Undergrad student

Korea Advanced Institute of Science & Technology (kaist.edu)

2002 – 2009

PhD Advisor

Joydeep Ghosh

2009 – 2014

healthcare analytics

2009 – Present

Tackling Overfitting in Boosting for Noisy Healthcare Data
Yubin Park, Joyce C. Ho
- 2021 (modified: 30 Jan 2023)
- IEEE Trans. Knowl. Data Eng. 2021
- Readers: Everyone
CaliForest: calibrated random forest for health data
Yubin Park, Joyce C. Ho
- 2020 (modified: 30 Jan 2023)
- CHIL 2020
- Readers: Everyone
PaloBoost: An Overfitting-robust TreeBoost with Out-of-Bag Sample Regularization Techniques
Yubin Park, Joyce C. Ho
- 2018 (modified: 30 Jan 2023)
- CoRR 2018
- Readers: Everyone
Learning from different perspectives: Robust cardiac arrest prediction via temporal transfer learning
Joyce C. Ho, Yubin Park
- 2017 (modified: 30 Jan 2023)
- EMBC 2017
- Readers: Everyone
ACDC: $α$-Carving Decision Chain for Risk Stratification
Yubin Park, Joyce C. Ho, Joydeep Ghosh
- 2016 (modified: 30 Jan 2023)
- CoRR 2016
- Readers: Everyone
LUDIA: an aggregate-constrained low-rank reconstruction algorithm to leverage publicly released health data
Yubin Park, Joydeep Ghosh
- 2014 (modified: 16 Jul 2019)
- KDD 2014
- Readers: Everyone