Papers

Here, I highlight a sample of my recent research, including both published works and ongoing projects. For a complete listing, please refer to my Google Scholar.

In preparation and preprints

The causal effects of modified treatment policies under network interference
arXiv:2412.02105
Balkus SV, Delaney SW, Hejazi NS.

Research articles

CausalTables.jl: Simulating and storing data for statistical causal inference in Julia
Journal of Open Source Software (2025).
Balkus SV, Hejazi NS.

Improving short text classification with augmented data using GPT-3
Natural Language Engineering (2023).
Balkus SV, Yan D.

Federated fuzzy clustering for longitudinal health data
IEEE/ACM Conference on Connected Health: Applications, Systems and Engineering Technologies (2022).
Balkus SV, Fang H, Wang H.

A survey of collaborative machine learning using 5G vehicular communications
IEEE Communications Surveys & Tutorials (2022).
Balkus SV, Wang H, Cornet BD, Mahabal C, Ngo H, Fang H.

A review of harmonization methods for studying dietary patterns
Smart Health (2022).
Gurugubelli VS, Fang H, Shikany JM, Balkus SV, Rumbut J, Ngo H, Wang H, Allison JJ, Steffen NL.

A multi-level biosensor-based epidemic simulation model for COVID-19
IEEE Internet of Things Journal (2021).
Balkus SV, Fang H, Rumbut R, Moormann A, Boyer E.