I am an Assistant Professor at Harvard University with appointments in the Business School and the Department of Computer Science.
My research interests lie within the broad area of trustworthy machine learning . More specifically, I focus on improving the interpretability , fairness , robustness , and reasoning capabilities of different kinds of ML models including language models and other large pre-trained models. My research addresses the following fundamental questions pertaining to human and algorithmic decision-making:
These questions have far-reaching implications in domains involving high-stakes decisions such as health care, policy, law, and business.
Sameer Singh