Publications

A. Chambers, A. Stringfellow, B. Luo, S. Underwood, T. Allard, I. Johnston, S. Brockman, L. Shing, A. Wollaber, and C. Vandam. Automated Business Process Discovery from Unstructured Natural-Language Documents. In International Conference on Process Mining, 2020.

B. Metevier, S. Giguere, S. Brockman, A. Kobren, Y. Brun, E. Brunskill, and P. S. Thomas. Offline Contextual Bandits with High Probability Fairness Guarantees. In Advances in Neural Information Processing Systems, 2019. (PDF)

J.M. Sierchio, J. Birge, S. Brockman, et al. Deep Learning for Space Object Identification. In AFRL Space Situational Awareness Conference (SSA), 2018. (Not publicly released; DoD conference)

Other papers

Note: The names of collaborators of non-published works are redacted for privacy

Undergraduate honors thesis: Precluding Discriminatory Behavior in Intelligent Tutoring Systems (PDF)

Final project for advanced NLP class: Measuring Embedding Efficacy in Capturing Review Contents (PDF)

Final project for neural nets class: Measuring Sentiment Preservation in Neural Language Models (PDF)

Regression project for a statistics class: Regression Analysis: Hospital-Acquired Infections (PDF)

Short paper on the pseudo-arclength continuation method, and its code in matlab (PDF)