Research

Publication

Gombolay, M., Bair, A., Huang, C., & Shah, J. (2017). Computational design of mixed-initiative human-robot teaming that considers human factors: situational awareness, workload, and workflow preferences. The International Journal of Robotics Research, 36(57), 597-617.
[Paper]

Presentations and Workshops

Bair, A., McDermott, M., Wang, J., Zhao, W., Sheridan, S., Szolovits, P., Kohane, I., Haggarty, S., Perlis, R. (2018, December 3). Improved Modeling and Analysis of Gene Expression. Poster presented at Women in Machine Learning (WiML) Workshop, Montr‌éal, Canada.
[Poster]
Bair, A., McDermott, M., Wang, J., Zhao, W., Sheridan, S., Szolovits, P., Kohane, I., Haggarty, S., Perlis, R. (2019, March 4). Using Machine Learning to Improve Drug Development. Poster presented at Women in Data Science (WiDS) Cambridge Conference, Cambridge, MA.
[Poster]

Projects

Imputation and Supervised Learning on Sparse Datasets
Final group project for Machine Learning (6.867)
[Paper]
Improved Modeling and Analysis of Gene Expression
Research through MIT's SuperUROP Program
[Poster] [Paper] [Profile]