Scholar
Christina Baek
Google Scholar ID: 8jVzL_YAAAAJ
PhD Carnegie Mellon University
Citations & Impact
Citations
845
H-index
10
i10-index
10
Publications
18
Co-authors
0
Publications
Resume
Background
- Fourth-year PhD student in Machine Learning at Carnegie Mellon University
- Interested in robust ML and understanding deep learning through scientific methods
- Research focuses on out-of-distribution and long-tail behaviors of models
- Worked on strategies for model assessment under real-world distribution shifts with limited labeled data
- Recently interested in building robust agents by tracing how undesired behaviors stem from error propagation across training, inference, and interaction