- 2020 - 2025 Program Verification Techniques for the AI Era
- 2020 - 2025 Quantifying Prediction Uncertainty in Machine Learning
- 2017 - 2021 Learning Algorithm for Advanced Generative Models
- 2015 - 2018 Dynamic performance improvement in computer-assisted detection system for diagnostic imaging by combined application of online learning and transfer learning
- 2014 - 2016 Preventing A False Light Caused by k-anonymity with Mathematical Modling and Optimization
- 2012 - 2014 Distributed and Integrated Learning Algorithm for Probabilistic Latent Variable Model
- 2012 - 2014 A Study on Differential Privacy for Data Base with Correlation
- 2009 - 2012 A STUDY OF RESOLVING LONG TAIL PHENOMENA BY MACHINE LEARNING
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