% BibTeX file for published paper entries from the work of Connor T. Jerzak

@article{jerzak2026attenuationbiaslatent,
      title={Attenuation Bias with Latent Predictors}, 
      author={Jerzak, Connor T. and Jessee, Stephen A.},
      journal={Political Analysis},
      year={2026},
      note={Forthcoming pending final replication},
      url={https://arxiv.org/abs/2507.22218},
      keywords={latent variables, measurement error, attenuation bias, identification restrictions, method of composition}
}

@inproceedings{MurugaboopathyJerzakDaoud2026,
  author    = {Murugaboopathy, Satiyabooshan and Jerzak, Connor T. and Daoud, Adel},
  title     = {{Platonic Representations for Poverty Mapping}: {Unified Vision-Language Codes or Agent-Induced Novelty?}},
  booktitle = {Proceedings of the 7th International Conference on Social Computing (ICSC 2026)},
  series    = {Communications in Computer and Information Science},
  publisher = {Springer Nature},
  year      = {2026},
  keywords  = {poverty mapping, multimodal learning, vision-language models, large language models, AI agents, agent-induced novelty, Platonic representation hypothesis, satellite imagery, Earth observation, remote sensing, socioeconomic prediction, International Wealth Index, Demographic and Health Surveys, Africa, representation learning}
}

@inproceedings{jerzak2026minimax,
  author    = {Jerzak, Connor T. and Chandra, Priyanshi and Hazra, Rishi},
  title     = {MiniMax Learning of Interpretable Factored Stochastic Policies from Conjoint Data, with Uncertainty Quantification},
  booktitle = {International Conference on Machine Learning (ICML)},
  year      = {2026},
  url       = {https://arxiv.org/abs/2504.19043},
  keywords  = {Minimax learning, Stochastic policies, Conjoint analysis, Uncertainty quantification, Interpretable machine learning}
}

@inproceedings{balter2026multiplication,
  title     = {{Multiplication in Multimodal LLMs: Computation with Text, Image, and Audio Inputs}},
  author    = {Balter, Samuel Gideon and Jerzak, Ethan and Jerzak, Connor Thomas},
  booktitle = {Findings of the Association for Computational Linguistics: ACL 2026},
  year      = {2026},
  url       = {https://arxiv.org/abs/2604.18203},
  keywords  = {Multimodal LLMs, Multiplication, Text inputs, Image inputs, Audio inputs}
}

@article{daoud2026chinese,
  title     = {Chinese vs. World Bank Development Projects: Insights from Earth Observation and Computer Vision on Wealth Gains in Africa, 2002-2013},
  author    = {Daoud, Adel and Conlin, Cindy and Jerzak, Connor T.},
  journal   = {World Development},
  volume    = {202},
  pages     = {107328},
  year      = {2026},
  publisher = {Elsevier},
  doi       = {10.1016/j.worlddev.2026.107328},
  url       = {https://doi.org/10.1016/j.worlddev.2026.107328},
  keywords  = {Development economics, Earth observation, Computer vision, Wealth gains, Africa}
}

@article{fastrerandomize,
  author   = {Goldstein, Rebecca and Jerzak, Connor T. and Kamat, Aniket and Zhu, Fucheng Warren},
  title    = {{FastRerandomize}: Fast rerandomization using accelerated computing},
  journal  = {SoftwareX},
  year     = {2026},
  volume   = {33},
  pages    = {102508},
  issn     = {2352-7110},
  doi      = {10.1016/j.softx.2026.102508},
  url      = {https://www.sciencedirect.com/science/article/pii/S2352711026000026},
  keywords = {Rerandomization, Experimental design, Randomization tests, Covariate balance, {GPU} acceleration}
}

@book{gerring2026electoral,
  author    = {Gerring, John and Hicken, Alan and Jerzak, Connor T. and Moser, Robert and \"{O}ncel, Erzen},
  title     = {Electoral Rules and Descriptive Representation: A Comprehensive View Across Multiple Identities},
  publisher = {Cambridge University Press},
  note      = {Under contract},
  year      = {2026},
  url       = {https://connorjerzak.com/inst/},
  keywords  = {Electoral rules, Descriptive representation, Identity politics, Comparative politics, Political institutions}
}

@article{Pettersson_Jerzak_Daoud_2026,
  title    = {Debiasing Machine Learning Predictions for Causal Inference Without Additional Ground Truth Data: ``One Map, Many Trials" in Satellite-Driven Poverty Analysis},
  volume   = {40},
  url      = {https://ojs.aaai.org/index.php/AAAI/article/view/41258},
  doi      = {10.1609/aaai.v40i46.41258},
  number   = {46},
  journal  = {Proceedings of the AAAI Conference on Artificial Intelligence},
  author   = {Pettersson, Markus B. and Jerzak, Connor T. and Daoud, Adel},
  year     = {2026},
  month    = {Mar.},
  pages    = {39106--39115},
  keywords = {Machine learning debiasing, Causal inference, Satellite imagery, Poverty mapping, Ground truth data}
}

@inproceedings{de-pieuchon-etal-2025-benchmarking,
  author    = {de Pieuchon, Nicolas Audinet and Daoud, Adel and Jerzak, Connor Thomas and Johansson, Moa and Johansson, Richard},
  title     = {Benchmarking Debiasing Methods for {LLM}-based Parameter Estimates},
  booktitle = {Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing},
  editor    = {Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet},
  publisher = {Association for Computational Linguistics},
  year      = {2025},
  date      = {2025-11},
  pages     = {19757--19772},
  doi       = {10.18653/v1/2025.emnlp-main.1000},
  url       = {https://aclanthology.org/2025.emnlp-main.1000/},
  isbn      = {979-8-89176-332-6},
  keywords  = {LLM debiasing, Parameter estimation, Benchmarking, Natural language processing, Computational social science}
}

@article{LibgoberJerzak2025,
  author   = {Libgober, Brian and Jerzak, Connor T.},
  title    = {Linking datasets on organizations using half a billion open-collaborated records},
  journal  = {Political Science Research and Methods},
  year     = {2025},
  volume   = {13},
  number   = {4},
  pages    = {923--942},
  doi      = {10.1017/psrm.2024.55},
  url      = {https://doi.org/10.1017/psrm.2024.55},
  keywords = {Record linkage, Organizational datasets, Open-collaborated records, Entity resolution, Political science data}
}

@incollection{sakamoto2024scoping,
  author    = {Sakamoto, Kazuki and Jerzak, Connor T. and Daoud, Adel},
  title     = {A Scoping Review of Earth Observation and Machine Learning for Causal Inference: Implications for the Geography of Poverty},
  booktitle = {Geography of Poverty},
  editor    = {Hall, Ola and Wahab, Ibrahim},
  year      = {2025},
  url       = {https://arxiv.org/abs/2406.02584},
  keywords  = {Earth observation, Machine learning, Causal inference, Poverty geography, Scoping review}
}

@article{zhu2024encoding,
  author   = {Zhu, Fucheng Warren and Jerzak, Connor T. and Daoud, Adel},
  title    = {Optimizing Multi-Scale Representations to Detect Effect Heterogeneity Using Earth Observation and Computer Vision: Applications to Two Anti-Poverty RCTs},
  journal  = {Proceedings of the Fourth Conference on Causal Learning and Reasoning ({CLeaR}), Proceedings of Machine Learning Research ({PMLR})},
  year     = {2025},
  volume   = {275},
  pages    = {894--919},
  url      = {https://proceedings.mlr.press/v275/zhu25a.html},
  keywords = {Effect heterogeneity, Earth observation, Computer vision, Multi-scale representations, Anti-poverty RCTs}
}

@article{gerring2024composition,
  author   = {Gerring, John and Jerzak, Connor T. and \"{O}ncel, Erzen},
  title    = {The Composition of Descriptive Representation},
  journal  = {American Political Science Review},
  year     = {2024},
  volume   = {118},
  number   = {2},
  pages    = {784--801},
  url      = {https://doi.org/10.1017/S0003055423000680},
  keywords = {Descriptive representation, Political representation, Social identities, Legislative composition, Comparative politics}
}

@article{pieuchon2024can,
  author   = {de Pieuchon, Nicolas Audinet and Daoud, Adel and Jerzak, Connor T. and Johansson, Moa and Johansson, Richard},
  title    = {Can Large Language Models (or Humans) Disentangle Text?},
  journal  = {Proceedings of the Sixth Workshop on Natural Language Processing and Computational Social Science ({NLP+ CSS 2024})},
  year     = {2024},
  pages    = {57--67},
  url      = {https://aclanthology.org/2024.nlpcss-1.5/},
  keywords = {Text disentanglement, Large language models, Human annotation, Natural language processing, Computational social science}
}

@article{jerzak2023image,
  author   = {Jerzak, Connor T. and Johansson, Fredrik and Daoud, Adel},
  title    = {Image-based Treatment Effect Heterogeneity},
  journal  = {Proceedings of the Second Conference on Causal Learning and Reasoning ({CLeaR}), Proceedings of Machine Learning Research ({PMLR})},
  year     = {2023},
  volume   = {213},
  pages    = {531--552},
  url      = {https://proceedings.mlr.press/v213/jerzak23a.html},
  keywords = {Treatment effect heterogeneity, Image-based inference, Computer vision, Causal learning, Earth observation}
}

@article{jerzak2023improved,
  author   = {Jerzak, Connor T. and King, Gary and Strezhnev, Anton},
  title    = {An Improved Method of Automated Nonparametric Content Analysis for Social Science},
  journal  = {Political Analysis},
  year     = {2023},
  volume   = {31},
  number   = {1},
  pages    = {42--58},
  url      = {https://doi.org/10.1017/pan.2021.36},
  keywords = {Content analysis, Nonparametric methods, Text analysis, Social science, Automated measurement}
}

@article{daoud2022conceptualizing,
  author    = {Daoud, Adel and Jerzak, Connor T. and Johansson, Richard},
  title     = {Conceptualizing Treatment Leakage in Text-based Causal Inference},
  journal   = {Proceedings of the Annual Conference of the North American Chapter of the Association for Computational Linguistics ({NAACL})},
  year      = {2022},
  pages     = {5638--5645},
  publisher = {Association for Computational Linguistics},
  doi       = {10.18653/v1/2022.naacl-main.413},
  url       = {https://aclanthology.org/2022.naacl-main.413/},
  keywords  = {Treatment leakage, Text-based causal inference, Natural language processing, Causal identification, Measurement bias}
}

@inproceedings{jerzak2022football,
  author    = {Jerzak, Connor T.},
  title     = {Football fandom in Egypt},
  booktitle = {Routledge Handbook of Sport in the Middle East},
  publisher = {Routledge},
  address   = {Oxfordshire, UK},
  year      = {2022},
  pages     = {196--207},
  url       = {https://doi.org/10.4324/9781003032915-22},
  keywords  = {Football fandom, Egypt, Sports politics, Middle East, Public culture}
}

@patent{KingJerzakStrezhnev2022,
  author   = {King, Gary and Jerzak, Connor T. and Strezhnev, Anton},
  title    = {Automated nonparametric content analysis for information management and retrieval},
  holder   = {U.S. Patent and Trademark Office},
  number   = {US11514233},
  year     = {2022},
  date     = {2022-11-29},
  type     = {Patent},
  note     = {Application number: 16415065.},
  url      = {https://patents.google.com/patent/US11514233B2/en},
  keywords = {Content analysis, Information retrieval, Nonparametric methods, Automated classification, Patent}
}

@article{jerzak2020impact,
  author   = {Jerzak, Connor T. and Libgober, Brian},
  title    = {The Impact of a Transportation Intervention on Electoral Politics: Evidence from {E-ZPass}},
  journal  = {Research in Transportation Economics},
  year     = {2020},
  volume   = {80},
  pages    = {1--14},
  url      = {https://doi.org/10.1016/j.retrec.2019.100809},
  keywords = {Transportation policy, Electoral politics, E-ZPass, Causal inference, Political behavior}
}

@article{jerzak2014eu,
  author   = {Jerzak, Connor T.},
  title    = {The {EU}'s Democratic Deficit and Repeated Referendums in Ireland},
  journal  = {International Journal of Politics, Culture, and Society},
  year     = {2014},
  volume   = {27},
  number   = {3},
  pages    = {367--388},
  url      = {https://doi.org/10.1007/s10767-014-9185-8},
  keywords = {European Union, Democratic deficit, Referendums, Ireland, Political culture}
}

@article{jerzak2013ultras,
  author   = {Jerzak, Connor T.},
  title    = {Ultras in Egypt: State, Revolution, and the Power of Public Space},
  journal  = {Interface},
  year     = {2013},
  volume   = {5},
  number   = {2},
  pages    = {240--262},
  url      = {https://connorjerzak.com/ultras-in-egypt-state-revolution-and-the-power-of-public-space/},
  keywords = {Ultras, Egypt, Revolution, Public space, Social movements}
}