Post-hoc Uncertainty Learning using a Dirichlet Meta-Model
- Maohao Shen
- Yuheng Bu
- et al.
- AAAI 2023
I am a research staff member at IBM Research, Cambridge and the MIT-IBM Watson AI lab. I develop statistical models to understand and explain images, text, and real-world healthcare data and evaluate their robustness to modeling and data perturbations. More details about my work can be found here.
Before joining IBM, I graduated from Brown with a Ph.D. in computer science. My dissertation focused on Bayesian nonparametric modeling of visual data. I also hold a masters in computer science from the University of Colorado, Boulder and a Bachelors in engineering from the University of Mumbai.