SELECTED SUBMITTED PAPERS
(Selected journal publications can be found here.)
(Selected conference publications can be found here.)


  1. Hayden Helm, Carey E. Priebe, "When prompt perturbations break your A/B test: A valid statistical test for generative surveying," Submitted, 2026


  2. Hayden Helm, Carey E. Priebe, Brandon Duderstadt,, "Control Charts for Multi-agent Systems," Submitted, 2026


  3. Hayden Helm, Merrick Ohata, Carey E. Priebe, "Black-box model classification under the discriminative factorization," Submitted, 2026


  4. Hayden Helm, Ben Johnson,, Carey E. Priebe, "Query-efficient model evaluation using cached responses," Submitted, 2026


  5. Tianyi Chen, Mohammad Sharifi Kiasari, Sijing Yu, Youngser Park, Avanti Athreya, Vince Lyzinski, Carey E. Priebe, Zachary Lubberts, "Vertex misalignment and changepoint localization in network time series," Submitted, 2026


  6. Maximilian Baum, Aranyak Acharyya, Tianyi Chen, Avanti Athreya, Youngser Park, Francesco Sanna Passino, Carey E. Priebe, Zachary Lubberts, "A mathematical framework for parameter recovery in large language models via a joint Euclidean mirror," Submitted, 2026


  7. Michael Browder, Kevin Duh, J. David Harris, Vince Lyzinski, Paul McNamee, Youngser Park, Carey E. Priebe, Peter Viechnicki, "Data Kernel Perspective Space Performance Guarantees for Synthetic Data from Transformer Models," Submitted, 2026


  8. Cencheng Shen, Yuexiao Dong, Carey E. Priebe, "Decision Tree Embedding by Leaf-Means," Submitted, 2025


  9. Aranyak Acharyya, Joshua Agterberg, Youngser Park, Carey E. Priebe, "Concentration bounds on response-based vector embeddings of black-box generative models," Submitted, 2025


  10. Lingyou Pang, Lei Huang, Jianyu Lin, Tianyu Wang, Akira Horiguchi, Alexander Aue, Carey E. Priebe, "Unsupervised Conformal Inference: Bootstrapping and Alignment to Control LLM Uncertainty," Submitted, 2025


  11. Lingyou Pang, Lei Huang, Jianyu Lin, Tianyu Wang, Alexander Aue, Carey E. Priebe, "Taming Variability: Randomized and Bootstrapped Conformal Risk Control for LLMs," Submitted, 2025


  12. Aranyak Acharyya, Carey E. Priebe, Hayden S. Helm, "Testing for LLM response differences: the case of a composite null consisting of semantically irrelevant query perturbations," Submitted, 2025


  13. Runshi Tang, Runbing Zheng, Anru R. Zhang, Carey E. Priebe, "A functional tensor model for dynamic multilayer networks with common invariant subspaces and the RKHS estimation," Submitted, 2025


  14. Jonghyeok Lee, Yao Xie, Youngser Park, Jason Hindes, Ira Schwartz, Carey E. Priebe, "Multi-Rank Subspace Change-Point Detection for Monitoring Robotic Swarms," Submitted, 2025


  15. Tianyu Wang, Lingyou Pang, Akira Horiguchi, Carey E. Priebe, "LLM Web Dynamics: Tracing Model Collapse in a Network of LLMs," Submitted, 2025


  16. Edward Wang, Tianyu Wang, Avanti Athreya, Vince Lyzinski, Carey E. Priebe, "Gaussian mixture models as a proxy for interacting language models," Submitted, 2025


  17. Qingyang Wang, Nadine Randel, Yijie Yin, Cameron Shand, Amy Strange, Michael Winding, Albert Cardona, Marta Zlatic, Joshua T. Vogelstein, Carey E. Priebe, "Measuring the functional complexity of nanoscale connectomes: polarity matters," Submitted, 2025


  18. Aranyak Acharyya, Michael W. Trosset, Carey E. Priebe, Hayden S. Helm, "Consistent estimation of generative model representations in the data kernel perspective space," Submitted, 2025


  19. Runbing Zheng, Avanti Athreya, Marta Zlatic, Michael Clayton, Carey E. Priebe, "Dynamic networks clustering via mirror distance," Submitted, 2024


  20. Harvey McGuinness, Tianyu Wang, Carey E. Priebe, Hayden Helm, "Investigating social alignment via mirroring in a system of interacting language models," Submitted, 2024


  21. Hayden Helm, Aranyak Acharyya, Brandon Duderstadt, Youngser Park, Carey E. Priebe, "Statistical inference on black-box generative models in the data kernel perspective space," Submitted, 2024


  22. Robert Osazuwa Ness, Katie Matton, Hayden Helm, Sheng Zhang, Junaid Bajwa, Carey E. Priebe, Eric Horvitz, "MedFuzz: Exploring the Robustness of Large Language Models in Medical Question Answering," Submitted, 2024


  23. Tianyi Chen, Zachary Lubberts, Avanti Athreya, Youngser Park, Carey E. Priebe, "Euclidean mirrors and first-order changepoints in network time series," Submitted, 2024


  24. Aranyak Acharyya, Jesús Arroyo Relión, Michael Clayton, Marta Zlatic, Youngser Park,, Carey E. Priebe, "Consistent response prediction for multilayer networks on unknown manifolds," Submitted, 2024


  25. Michael W. Trosset, Carey E. Priebe, "Continuous Multidimensional Scaling," Submitted, 2024


  26. Hayden Helm, Carey E Priebe, Weiwei Yang, "A Statistical Turing Test for Generative Models," Submitted, 2023


  27. Zhirui Li, Ben Johnson, Daniel L. Sussman, Carey E Priebe, Vince Lyzinski, "Gotta match 'em all: Solution diversification in graph matching matched filters," Submitted, 2023


  28. Tianyu Wang, Zachary M. Pisano, Carey E Priebe, "Occam Factor for Random Graphs: Erdös-Rènyi, Independent Edge, and a Uniparametric Stochastic Blockmodel," Submitted, 2023


  29. Brandon Duderstadt, Hayden S. Helm, Carey E Priebe, "Comparing Foundation Models using Data Kernels," Submitted, 2023


  30. Yukun Song, Carey E Priebe, Minh Tang, "Independence testing for inhomogeneous random graphs," Submitted, 2023


  31. Qingyang Wang, Michael A. Powell, Ali Geisa, Eric Bridgeford, Carey E Priebe, Joshua T. Vogelstein, "Why do networks have inhibitory/negative connections?," Submitted, 2023


  32. Carey E. Priebe, Ningyuan Huang, Soledad Villar, Cong Mu, Li Chen, "Deep Learning is Provably Robust to Symmetric Label Noise," Submitted, 2022


  33. Chen, Li; Huang, Ningyuan; Mu, Cong; Helm, Hayden; Lytvynets, Kate; Yang, Weiwei, Carey E. Priebe, "Deep Learning with Label Noise: A Hierarchical Approach," Submitted, 2022


  34. Ali Saad-Eldin, Benjamin D. Pedigo, Carey E. Priebe, Joshua T. Vogelstein, "Graph Matching via Optimal Transport," Submitted, 2021


  35. Ali Geisa, Ronak Mehta, Hayden S. Helm, Jayanta Dey, Eric Eaton, Carey E. Priebe, Joshua T. Vogelstein, "Towards a theory of out-of-distribution learning," Submitted, 2021


  36. Haoyin Xu, Kaleab A. Kinfu, Will LeVine, Sambit Panda, Jayanta Dey, Michael Ainsworth, Yu-Chung Peng, Madi Kusmanov, Florian Engert, Christopher M. White, Joshua T. Vogelstein, Carey E. Priebe, "Decision Forests vs. Deep Networks: Conceptual Similarities and Empirical Differences at Small Sample Sizes," Submitted, 2021


  37. Hayden S. Helm, Marah Abdin, Benjamin D. Pedigo, Shweti Mahajan, Vince Lyzinski, Youngser Park, Amitabh Basu, PialiChoudhury, Christopher M. White, Weiwei Yang, Carey E. Priebe, "Leveraging semantically similar queries for ranking via combining representations," Submitted, 2021


  38. Lingxin Hao, Angelo Mele, Joshua Cape, Avanti Athreya, Cong Mu, Carey E. Priebe, A Network Science Approach to Micro-Macro Structural Analysis of the Labor Market, Submitted, 2021


  39. Zachary M. Pisano, Daniel Q. Naiman, Carey E. Priebe, "Occam Factor for Gaussian Models With Unknown Variance Structure," Submitted, 2021


  40. Hayden S. Helm, Weiwei Yang, Sujeeth Bharadwaj, Kate Lytvynets, Oriana Riva, Christopher White, Ali Geisa, Carey E. Priebe, "Inducing a hierarchy for multi-class classification problems," Submitted, 2021


  41. Disa Mhembere, Da Zheng, Carey E. Priebe, Joshua T. Vogelstein, Randal Burns, "clusterNOR: A NUMA-Optimized Clustering Framework," submitted, 2020


  42. Hayden S. Helm, Ronak D. Mehta, Brandon Duderstadt, Weiwei Yang, Christoper M. White, Ali Geisa, Joshua T. Vogelstein, Carey E Priebe, "A partition-based similarity for classification distributions," submitted, 2020


  43. Cong Mu, Angelo Mele, Lingxin Hao, Joshua Cape, Avanti Athreya, Carey E. Priebe, "On identifying unobserved heterogeneity in stochastic blockmodel graphs with vertex covariates," submitted, 2020


  44. Lingxin Hao, Angelo Mele, Joshua Cape, Avanti Athreya, Cong Mu, Carey E. Priebe, "Latent Communities in Employment Relations and Wage Distributions: A Network Approach," submitted, 2020


  45. Hayden S. Helm, Amitabh Basu, Avanti Athreya, Youngser Park, Joshua T. Vogelstein, Michael Winding, Marta Zlatic, Albert Cardona, Patrick Bourke, Jonathan Larson, Chris White, Carey E Priebe, "Learning to rank via combining representations," submitted, 2020


  46. Carey E Priebe, Joshua Vogelstein, Florian Engert, Christopher M White, "Modern Machine Learning: Partition & Vote," submitted, 2020


  47. Michael W. Trosset, Mingyue Gao, Minh Tang, Carey E Priebe, "Learning 1-Dimensional Submanifolds for Subsequent Inference on Random Dot Product Graphs," submitted, 2020


  48. Joshua Agterberg, Minh Tang, Carey E Priebe, "On Two Distinct Sources of Nonidentifiability in Latent Position Random Graph Models," submitted, 2020


  49. Anton Alyakin, Yichen Qin, Carey E Priebe "LqRT: Robust Hypothesis Testing of Location Parameters using Lq-Likelihood-Ratio-Type Test in Python," submitted, 2019


  50. Disa Mhembere, Da Zheng, Joshua Vogelstein, Carey E. Priebe, Randal Burns, "Graphyti: A Semi-External Memory Graph Library for FlashGraph," submitted, 2019.


  51. Hayden Helm, Joshua Vogelstein, Carey E. Priebe, "Vertex Classification on Weighted Networks," submitted, 2019.


  52. Runze Tang, Minh Tang, Joshua T. Vogelstein, Carey E. Priebe, "Robust Estimation from Multiple Graphs under Gross Error Contamination," submitted, 2017.


  53. P. Rubin-Delanchy, C.E. Priebe, M. Tang, "Consistency of adjacency spectral embedding for the mixed membership stochastic blockmodel," submitted, 2017.


  54. C.E. Priebe, Y. Park, M. Tang, A, Athreya, V. Lyzinski, J. Vogelstein, Y. Qin, B. Cocanougher, K. Eichler, M. Zlatic, A. Cardona, "Semiparametric spectral modeling of the Drosophila connectome," submitted, 2017.


  55. Michael W. Trosset, Mingyue Gao, Carey E. Priebe, "On the Power of Likelihood Ratio Tests in Dimension-Restricted Submodels," submitted, 2016.


  56. Jordan Yoder, Carey E. Priebe, "A Model-based Semi-Supervised Clustering Methodology," submitted, 2015.


  57. Nam Lee, Carey E. Priebe, Youngser Park, I-Jeng Wang, Michael Rosen, "Techniques for clustering interaction data as a collection of graphs," submitted, 2014.


  58. Vince Lyzinski, Sancar Adali, Joshua T. Vogelstein, Youngser Park, Carey E. Priebe, "Seeded Graph Matching Via Joint Optimization of Fidelity and Commensurability," submitted, 2014.


  59. Damianos Karakos, Shuai Huang, Sanjeev Khudanpur, Carey E. Priebe, "Information-Theoretic Aspects of Iterative Denoising," submitted, 2013.


  60. Minh Tang, Youngser Park, and Carey E. Priebe, "Out-of-sample Extension for Latent Position Graphs," submitted, 2013.


  61. L. Chen, C.E. Priebe, D.L. Sussman, D.C. Comer, W.P. Megarry, and J.C. Tilton, "Enhanced Archaeological Predictive Modelling in Space Archaeology," submitted, 2013.


  62. Lucy F. Robinson, C.E. Priebe, "Detecting Time-dependent Structure in Network Data via a New Class of Latent Process Models," submitted, 2012.


  63. G.A. Coppersmith, C.E. Priebe, "Vertex Nomination via Content and Context," submitted, 2012.
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