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Shirshendu Chatterjee

Research Outcomes (Chronological)

  1. Spillover of Disease Control Costs Between Fields: A Causal Inference of Interference On A Continuous Disease Transmission Network.

    J. Y. Hwang, T. VanHawkins, S. Bhattacharyya, S. Chatterjee, T. L. Marsh, and D. H. Gent.

    Submitted. Abstract.

  2. Convergence of K-point Functions In High Dimensional Percolation.  

    S. Chatterjee, P. Chinmay, J. Hanson, and P. Sosoe.

    Submitted. Preprint: arXiv 2604.08462.

  3. The Effects Of Individual Versus Community-influenced Isolation On SIS Epidemic Persistence On Finite Random Graphs.

    S. Chatterjee, D. Sivakoff, and M. Wascher.

    Submitted. Preprint: arXiv 2512.06175.

  4. Limiting distribution of the chemical distance in high dimensional critical percolation.  

    S. Chatterjee, P. Chinmay, J. Hanson, and P. Sosoe.

    Submitted. Preprint: arXiv 2509.06236.

  5. Monte Carlo EM Algorithm for Handling Missing Data in Hawkes Process.  

    J. Yu, S. Emerson, S. Chatterjee, R. Trangucci, and S. Bhattacharyya.

    Submitted. Abstract. Working paper is available upn request.

  6. Online Precision Matrix Changepoint Detection with Localization to Groups of Dimensions.

    T. Dinkins, W. Wong, S. Bhattacharyya, S. Chatterjee, G. Raffa.

    Submitted. Abstract..

  7. A Dynamic Mean-Field Statistical Model of Academic Collaboration.

    S. Chatterjee, S. S. Mukherjee, and T. Sadhukhan.

    Submitted. Preprint: arXiv 2309.10864.

  8. Bayesian Change-Point Detection: An Application to Detect Trend Changes in COVID-19.

    R. Siddani, S. Chatterjee, and C. Fuentes.

    Submitted. Abstract.

  9. Concentration Inequalities for Correlated Network-Valued Processes with Applications to Community Estimation And Change-Point Analysis.

    S. Chatterjee, A. Nath, S. S. Mukherjee, S. Chatterjee, and S. Bhattacharyya.

    Submitted. Abstract. Preprint: arXiv 2208.01365.

  10. Mathematics of YACHT (Yet Another Covid Health Testing) Protocol for Epidemic Management.

    I. Enaganti, S. Chatterjee, and B. Misgra.

    Submitted. Abstract. Preprint: preprints 202204.0031.

  11. Towards Optimal Tracing Strategy in Pandemics with Applications to Covid-19.

    I. Enaganti, S. Chatterjee, K. Meel, and B. Mishra.

    Submitted. Abstract.

  12. Minimax-Optimal And Consistent Detection And Optimal Localization of All Detectable Change Points in Piecewise Stationary Arbitrarily Sparse Network-Sequences.

    S. Chatterjee, S. Bhattacharyya, and S. S. Mukherjee.

    Submitted. Preprint: arXiv 2009.02112.

  13. Consistent Community Detection for Complex Multilayer Networks under Near-Optimal Sparsity Conditions.

    S. Bhattacharyya and S. Chatterjee.

    Submitted. Abstract. An earlier version ia available on arXiv.

  14. Epidemic Mean-Field Thresholds Of SIS Dynamics On Temporal Multiplex Networks With Activity-Driven Layers.

    M. Marjani, S. Chatterjee, S. Bhattacharyya, and C. Scoglio.

    Accepted for publication in Applied Network Science. Abstract.

  15. Multidimensional Visualization of Large-Scale Survey Data.  

    J. Yu, H. Chang, N. Hwang, S. Chatterjee, Y. Di, S. Bhattacharyya, and C. Stout.

    Accepted for publication in Frontiers in Political Science. Preprint.

  16. Robust Construction of The Incipient Infinite Cluster in HighDimensional Critical Percolation.  

    S. Chatterjee, P. Chinmay, J. Hanson, and P. Sosoe.

    Accepted for publication in the Annals of Probability. Preprint: arXiv 2502.10882.

  17. How Do Growers Respond To Host Resistance? A Conditional Gaussian Bayesian Network for Causal Inference of Fungicide Cost Savings.

    J. Y. Hwang, S. Bhattacharyya, S. Chatterjee, T. L. Marsh, J. Pedro, and D. H. Gent.

    Phytopathology (2026), vol 116, no. 2, pages 239–251. DOI: 10.1094/phyto-06-25-0199-r.

    BibTex: [txt]     Abstract: [pdf]      Download: [pdf]

  18. Inoculum Dose, Diversity, Dispersal, And Damage: Simulating Optimal Economic Control of Hop Powdery Mildew At The Landscape Level.

    J. Pedro, J. Y. Hwang, S. Bhattacharyya, S. Chatterjee, T. L. Marsh, and D. H. Gent.

    Agricultural Systems (2026), vol 237, pages 104792. DOI: 10.1016/j.agsy.2026.104792.

    BibTex: [txt]     Abstract: [pdf]      Download: [pdf]

  19. Modeling And Inference of Mixed Dynamics And Detection of Causal Emergent Features.

    W. Casey, L. Metcalf, S. Chatterjee, H. Janwa, E. Battifarano, A. Edwards, Y. Gvili.

    Nature Scientific Reports (2026), vol 16, no. 1, pages 2228. DOI: 10.1038/s41598-025-29523-z.

    BibTex: [txt]     Abstract: [pdf]      Download: [pdf]

  20. Corrections of formulas in "An elementary derivation of moments of Hawkes processes".

    J.~Yu, S.~Bhattacharyya, S.~Emerson, R. Trangucci, S. Chatterjee, and L. Cui.

    Advances in Aookied Probability (2025), vol 58, no. 2, pages 876–884. DOI: 10.1017/apr.2025.10041.

    BibTex: [txt]      Download: [pdf]

  21. A Novel Graph Spectra Approach to Anomaly Detection in Border Gateway Protocol.

    L. Metcalf, W. Casey, T. Snoke, H. Janwa, S. Chatterjee, and E. Battifarano.

    Proceedings of The International Symposium on Intelligent Computing and Networking (2025), pages 387--403. DOI: 10.1007/978-3-032-09694-4_30. Part of the book series Lecture Notes in Networks and Systems (vol 1698).

    BibTex: [txt]     Abstract: [pdf]      Download: [pdf]   Recipient of Best Paper Award for ISICN 2025.

  22. Are Remitters at Risk for Lower Food Security and Dietary Quality? An Exploratory Study of Mexican Immigrants in NYC.

    D. Cruz-Salazar, N. S. Hwang, S. Chatterjee, K. P. Derose, K. R. Flo ́rez.

    Community Health Equity Research and Policy (2025), vol 46, no. 4, pages 373–384. DOI: 10.1177/2752535X251355455, PMID: 40541260.

    BibTex: [txt]     Abstract: [pdf]      Download: [pdf]

  23. Fungicide Selection, Disease Risk, And Grower Switching Behavior.

    J. Y. Hwang, S. Bhattacharyya, S. Chatterjee, T. L. Marsh, J. Pedro, and D. H. Gent.

    Plant Disease (2025), vol 109, no. 12, pages 2525–2534. DOI: 10.1094/PDIS-01-25-0044-RE, PMID: 40176489.

    BibTex: [txt]     Abstract: [pdf]      Download: [pdf]

  24. The Diversity And Determinants of Fungicide Programs for Hop Powdery Mildew.

    J. Y. Hwang, S. Bhattacharyya, S. Chatterjee, T. L. Marsh, J. Pedro, and D. H. Gent.

    Plant Disease (2025), vol 109, no. 12, pages 2514–2524. DOI: 10.1094/PDIS-01-25-0043-RE,PMID: 40176490.

    BibTex: [txt]     Abstract: [pdf]      Download: [pdf]

  25. Pandemics And Elections: Estimating The Net Effect of Anxiety And Partisanship.

    N. Hwang, H. Chang, S. Chatterjee, Y. Di, S. Bhattacharyya.

    Political Research Quarterly (2025). DOI: 10.1177/10659129251346188.

    BibTex: [txt]     Abstract: [pdf]       Download: [pdf]


  26. Change-Point Estimation in Sparse Dynamic Stochastic Block Models Under Near-Optimal Signal Strength.

    Proceedings of AISTATS, The 28th International Conference on Artificial Intelligence and Statistics (2025), PMLR series, vol 258, pages 1936--1944.

    BibTex: [txt]     Abstract: [pdf]       Download: [pdf]

  27. What Explains Hop Growers’ Fungicide Use Intensity And Management Costs in Response to Powdery Mildew?

    J. Y. Hwang, S. Bhattacharyya, S. Chatterjee, T. L. Marsh, J. F. Pedro, and D. H. Gent.

    Phytopathology (2024), vol 114, no. 10, pages 2287--2299. DOI: 10.1094/PHYTO-04-24-0127-R.

    BibTex: [txt]     Abstract: [pdf]       Download: [pdf]

  28. A Novel ML Method for Temporal Evolution of Geographic Clusters of Disease Spread Patterns.

    W. Casey, L. Metcalf, H. Janwa, S. Chatterjee, and E. Battifarano.

    Proceedings of The International Symposium on Intelligent Computing and Networking (2024), pages 149--164. DOI: 10.1007/978-3-031-67447-1_11. Part of the book series Lecture Notes in Networks and Systems (vol 1094).

    BibTex: [txt]     Abstract: [pdf]       Download: [pdf]

  29. Identifying Highly Connected Sites for Risk-Based Surveillance And Control of Cucurbit Downy Mildew in The Eastern United States.

    A. M. E. Ojwang, A. Lloyd, S. Bhattacharyya, S. Chatterjee, D. H. Gent, and P. S. Ojiambo.

    PeerJ (2024), vol 12, pages e17649. DOI: 10.7717/peerj.17649.

    BibTex: [txt]     Abstract: [pdf]       Download: [pdf]

  30. Coupling an epidemiological and economic model to optimize management of hop powdery mildew at the landscape level.

    D. H. Gent, J. F. Pedro, T. L. Marsh, S. Chatterjee, and S. Bhattacharyya.

    Proceedings of the Scientific-Technizal Commission of International Hop Growers' Convention, 2023. Abstract: [pdf]

  31. On The Estimation of The Number of Communities for Sparse Networks.

    N. Hwang, J. Xu, S. Chatterjee, and S. Bhattacharyya.

    Journal of the American Statistical Association, 2023. DOI: 10.1080/01621459.2023.2223793.

    BibTex: [txt]     Abstract: [pdf]       Download: [pdf]

  32. Subcritical Connectivity And Some Exact Tail Exponents in High Dimensional Percolation.

    S. Chatterjee, J. Hanson, and P. Sosoe.

    Communications in Mathematical Physics, 2023, vol. 403, issue 1 pages 83 - 153. DOI: 10.1007/s00220-023-04759-w.

    BibTex: [txt]     Abstract: [pdf]       Download: [pdf]

  33. Getting Local and Personal: Toward Building A Predictive Model for COVID in Three United States Cities.

    A. Edwards, L. Metcalf, W. A. Casey, S. Chatterjee, H. Janwa, and E. Battifarano.

    ITNG 2023 20th International Conference on Information Technology-New Generations [vol. 1445 of Advances in Intelligent Systems and Computing], (2023), ISBN 978-3-031-28332-1, pages 11–18. DOI: 10.1007/978-3-031-28332-1_2.

    BibTex: [txt]     Abstract: [pdf]       Download: [pdf]

  34. Detection of Temporal Shifts in Semantics of “China virus” Using Local Graph Clustering.

    N. Hwang, S. Chatterjee, Y. Di, and S. Bhattacharyya.

    Machine Learning & Knowledge Extraction (2022), vol. 5, no. 1, pages 128-143. DOI: 10.3390/make5010008. Part of the Special Issue Deep Learning Methods for Natural Language Processing.

    BibTex: [txt]     Abstract: [pdf]       Download: [pdf]

  35. Changes Over Time in Association Patterns Between Estimated COVID-19 Case Fatality Rates and Demographic, Socioeconomic and Health Factors in the US States of Florida and New York.

    M. Joshi, Y. Di, S. Bhattacharyya, and S. Chatterjee.

    COVID (2022), vol. 2, no. 10, pages 1417--1434. DOI: 10.3390/covid2100102.

    BibTex: [txt]     Abstract: [pdf]       Download: [pdf]

  36. Towards Explainable Precision Change-Point Detection Through Linear Decomposition.

    T. Dinkins, S. Bhattacharyya, S. Chatterjee, S. Reis, and W. Wong.

    Proceedings of ANDEA 2022, The 2nd Workshop on Anomaly and Novelty Detection, Explanation and Accommodation, (2022).

    BibTex: [txt]     Abstract: [pdf]       Download: [pdf]

  37. The Effect of Avoiding Known Infected Neighbors on The Persistence of A Recurring Infection Process.

    S. Chatterjee, D. Sivakoff, and M. Wascher.

    The Electronic Journal of Probability (2022), vol. 27, paper no. 109, pages 1--40, DOI: 10.1214/22-EJP836.

    BibTex: [txt]     Abstract: [pdf]       Download: [pdf]

  38. Observational Study of the Effect of the Juvenile Stay-At-Home Order on SARS-CoV-2 Infection Spread in Saline County, Arkansas.

    N. Hwang, S. Chatterjee, Y. Di, and S. Bhattacharyya.

    Statistics and Public policy (2022), vol. 9, no. 1, pages 74–84. DOI: 10.1080/2330443X.2022.2050326.

    BibTex: [txt]     Abstract: [pdf]       Download: [pdf]

  39. A General Framework for Spatio-Temporal Modeling of Epidemics with Multiple Epicenters: Application to An Aerially Dispersed Plant Pathogen.

    M. Ojwang, T. D. Ruiz, S. Chattejee, S. Bhattacharyya, P. S. Ojiambo, and D. Gent.

    Frontiers in Applied Mathematics and Statistics, section Dynamical Systems, vol. 7.
    DOI: 10.3389/fams.2021.721352. Selected for "Outstanding Article award" for the journal Frontiers in Applied Mathematics and Statistics. Featured in the dedicated collection "2021 Editor's Pick: Applied Mathematics and Statistics".

    BibTex: [txt]     Abstract: [pdf]      Download: [pdf]

  40. The Bethe Hessian And Information Theoretic Approaches for Online Change-Point Detection in Network Data.

    N. Hwang, J. Xu, S. Chatterjee, and S. Bhattacharyya.

    Sankhya A: The Indian Journal of Statistics (2021), vol. 84, no. 1, pages 283–320. DOI: 10.1007/s13171-021-00248-1.

    BibTex: [txt]     Abstract: [pdf]      Download: [pdf]

  41. Bacterial Swarmers Enriched During Intestinal Stress Ameliorate Damage.

    W. Chen, A. De, H. Li, D. J. Lukin, W. Szymczak, K. Sun, L. Kelly, J. R. Wright, R. Lamendella, S. Ghosh, D. B. Kearns, Z. He, C. Jobin, X. Luo, A. Byju, S. Chatterjee, B. San Yeoh, M. Vijay-Kumar, J. X. Tang, S. Mani.

    Gastroenterology (2021), vol. 161, no. 1, pages 211--224. DOI: 10.1053/j.gastro.2021.03.017.

    BibTex: [txt]     Abstract: [pdf]      Download: [pdf]

  42. Using Attendance Data for Social Network Analysis of A Community-Engaged Research Partnership.

    K. S. Vasquez, S. Chatterjee, C. Khalida, D. Moftah, B. DO ́razio, A. Leinberger-Jabari, J. N. Tobin, and R. G. Kost.

    Journal of Clinical and Translational Science (2021), vol. 5, no. 1, E75, pages 1--13. DOI: 10.1017/cts.2020.571.

    BibTex: [txt]     Abstract: [pdf]      Download: [pdf]

  43. Restricted Percolation Critical Exponents in High Dimensions.

    S. Chatterjee and J. Hanson.

    Communications on Pure and Applied Mathematics (2020), vol. 73, no. 11, pages 2370--2429. DOI: 10.1002/cpa.21938.

    BibTex: [txt]     Abstract: [pdf]      Download: [pdf]

  44. Targeting The Pregnane X Receptor Using Microbial Metabolite Mimicry.

    Z. Dvorak, F. Kopp, C. M. Costello, J. S. Kemp, H. Li, A. Vrzalov ́a, M. Stepankov ́a, I. Bartonkov ́a, E. Jiskrov ́a, K. Poulkova, B. Vyhldalova, L. U. Nordstroem, C. V. Karunaratne, H. S. Ranhotra, K. S. Mun, A. P. Naren, I. A. Murray, G. H. Perdew, J. Brtko, L. Toporova, A. Schn, W. G. Wallace, W. G. Walton, M. R. Redinbo, K. Sun, A. Beck, S. Kortagere, M. C. Neary, A. Chandran, S. Vishveshwara, M. M. Cavalluzzi, G. Lentini, J. Y. Cui, H. Gu, J. C. March, S. Chatterjee, A. Matson, D. Wright, K. L. Flannigan, S. A. Hirota, R. B. Sartor, S. Mani.

    EMBO Molecumar Medicine Cover page (2020), vol. 12, no. 4, pages e11621. DOI: 10.15252/emmm.201911621.

    BibTex: [txt]     Abstract: [pdf]      Download: [pdf]

  45. Consistent Recovery of Communities from Sparse Multi-Relational Networks: A Scalable Algorithm with Optimal Recovery Conditions.

    S. Bhattacharyya and S. Chatterjee.

    Complex Networks XI, Proceedings of the 11th Conference on Complex Networks CompleNet 2020, (2020), pages 92--103, DOI: 10.1007/978-3-030-40943-2.

    BibTex: [txt]     Abstract: [pdf]      Download: [pdf]

  46. Optimal Change Point Estimator for Network Data.

    S. Bhattacharyya, S. Chatterjee, and S. S. Mukherjee.

    Book of Abstracts of COMPLEX NETWORKS 2019, the 8th International Conference on Complex Networks & their Applications (2019), pages 375 - 377.

    BibTex: [txt]     Download: [pdf]

  47. Thresholds for Detecting An Anomalous Path from Noisy Environments.

    S. Chatterjee and O. Zeitouni.

    The Annals of Applied Probability (2018), vol. 28, no. 5, pages 2635-2663, DOI: 10.1214/17-aap1356.

    BibTex: [txt]     Abstract: [pdf]      Download: [pdf]

  48. Phase Transition for The Threshold Contact Process, An Approximation of Heterogeneous Random Boolean Networks.

    S. Chatterjee.

    Probability Theory and Related Fields (2016), vol. 165, no. 3, pages 985-1023, DOI: 10.1007/s00440-015-0656-2.

    BibTex: [txt]     Abstract: [pdf]      Download: [pdf]

  49. Multiple Phase Transitions in Long-Range First-Passage Percolation on Square Lattices.

    S. Chatterjee and P. S. Dey.

    Communications on Pure and Applied Mathematics (2016), vol. 69, no. 2, pages 203 - 256, DOI: 10.1002/cpa.21571.

    BibTex: [txt]     Abstract: [pdf]      Download: [pdf]

  50. Jigsaw Percolation: What Social Networks Can Collaboratively Solve A Puzzle?

    C. D. Brummitt, S. Chatterjee, P. S. Dey, and D. Sivakoff.

    The Annals of Applied Probability (2015), vol. 25, no. 4, pages 2013 - 2038, DOI: 10.1214/14-AAP1041

    BibTex: [txt]     Abstract: [pdf]      Download: [pdf]

  51. A First Order Phase Transition in The Threshold-θ≥ 2 Contact Process on Random r-Regular Graphs and r-Trees.

    S. Chatterjee and R. Durrett.

    Stochastic Processes and Their Applications(2013), vol. 123, no. 2, pages 561-578, DOI: 10.1016/j.spa.2012.10.001.

    BibTex: [txt]     Abstract: [pdf]      Download: [pdf]

  52. Asymptotic Behavior of Aldous' Gossip Process.

    S. Chatterjee and R. Durrett.

    The Annals of Applied Probability (2011), vol. 21, no. 6, pages 2447-2482. DOI: 10.1214/10-AAP750.

    BibTex: [txt]    Abstract: [pdf]     Download: [pdf]

  53. Persistence of Activity in Threshold Contact Processes, an "Annealed Approximation" of Random Boolean Networks.

    S. Chatterjee and R. Durrett.

    Random Structures & Algorithms (2011), vol. 39, no. 2, pages 228 - 246, DOI:10.1002/rsa.20357.

    BibTex: [txt]    Abstract: [pdf]    Download: [pdf]

  54. Contact Processes on Random Graphs with Power-Law Degree Distributions Have Critical Value 0.

    S. Chatterjee and R. Durrett.

    The Annals of Probability (2009), vol. 37, no. 6, pages 2332-2356, DOI:10.1214/09-AOP471.

    BibTex: [txt]     Abstract: [pdf]    Download: [pdf]

  55. Statistical Learning Based on High Dimensional Data: Some Issues and Remedies for High Dimensionality in Clustering and Classification.

    S. Chatterjee.

    Masters Thesis, supervised by Prof. Debasis Sengupta and Prof. Probal Chaudhuri, Indian Statistical Institute, 2006.

    Download: [pdf]

Talk Slides


© Shirshendu Chatterjee.