Scholar
Soumya Ghosh
Google Scholar ID: GEYQenQAAAAJ
MIT-IBM Watson AI Lab, IBM Research
Citations & Impact
Citations
2,626
H-index
23
i10-index
37
Publications
20
Co-authors
8
list available
Publications
Resume (English only)
Academic Achievements
- ICML 2024: Proposed a single forward-pass method to calibrate large language models without labeled data
- NeurIPS 2022: Improved fairness of pre-trained classifiers by detecting and dropping unfairness-inducing training instances
- AISTATS: Analyzed sensitivity of Gaussian Process predictions to kernel choice and proposed robustness checks
- Developed a comprehensive toolbox for uncertainty quantification
- NeurIPS: Introduced fast and accurate approximations to cross-validation and jackknife for spatiotemporal models
- MLHC 2020: Built statistical models for Parkinson’s disease progression, covered by DigitalTrends, VentureBeat, and TechRepublic
- Upcoming JMLR overview paper on learning Bayesian neural networks with Horseshoe priors
