CV

Published/Under revision

Johndrow, J. E., and Palacios, J. A. Exact Limits of Inference in Coalescent Models. Theoretical Population Biology. (to appear) arXiv preprint.

Duan, L.L., Johndrow, J.E. and Dunson, D.B.  Scaling Up Data Augmentation MCMC via Calibration. Journal of Machine Learning Research. (to appear) arXiv preprint.

Johndrow, J.E., and Smith, A. (2018). Fast Mixing of Metropolis-Hastings with Unimodal Targets. Electronic Communications in Probability. (to appear) arXiv preprint.

Johndrow, J.E., Lum, K. and Manrique-Vallier, D. (2018). Low risk population size estimates in the presence of capture heterogeneity. Biometrika (to appear) arXiv preprint.

Johndrow, J.E., Smith, A., Pillai, N. and Dunson, D.B. (2018) MCMC for Imbalanced Categorical Data. Journal of the American Statistical Association. (to appear) arXiv preprint.

Johndrow, J.E. and Lum, K. An algorithm for removing sensitive information: application to race-independent recidivism prediction. (2018)  Annals of Applied Statistics. (to appear) arXiv preprint.

Johndrow, J.E., Lum, K. and Dunson, D.B. (2018). Theoretical limits of microclustering for record linkage, Biometrika, 105(2): 431–446. arXiv preprint.

Johndrow, J., & Bhattacharya, A. (2018). Optimal Gaussian approximations to the posterior for log-linear models with Diaconis–Ylvisaker priors. Bayesian Analysis13(1), 201-223. Web resource link.

Johndrow, J. E., Bhattacharya, A., & Dunson, D. B. (2017). Tensor decompositions and sparse log-linear models. The Annals of Statistics45(1), 1-38. AoS preprint.

Lum, K. and Johndrow, J., (2016). A statistical framework for fair predictive algorithms. In Fairness and Transparency in Machine Learning (FAT-ML) conference. arXiv preprint.

Liu, I. A., Johndrow, J. E., Abe, J., Lüpold, S., Yasukawa, K., Westneat, D. F., & Nowicki, S. (2015). Genetic diversity does not explain variation in extra‐pair paternity in multiple populations of a songbird. Journal of evolutionary biology28(5), 1156-1169. Web resource link.

Johndrow, J., Dunson, D., & Lum, K. (2013). Diagonal orthant multinomial probit models. In Artificial Intelligence and Statistics (pp. 29-38). JMLR preprint. Selected as a Notable Paper (2.6 % of submissions were selected as notable).

Preprints

Aliverti, E., Lum, K., Johndrow, J.E., and Dunson, D. Removing the influence of a group variable in high-dimensional predictive modelling. arXiv preprint.

Johndrow, J.E., Orenstein, P., and Bhattacharya, A. Scalable MCMC for Bayes Shrinkage Priors.  arXiv preprint.

Johndrow, J. E., and Mattingly, J. C. Error bounds for Approximations of Markov chains used in Bayesian sampling. arXiv preprint.

Johndrow, J.E. and Mattingly, J.C.  Coupling and Decoupling to bound an approximating Markov Chain. arXiv preprint.

Goldberg, D. and Johndrow, J.E.  A Decision Theoretic Approach to A/B Testing.  arXiv preprint.

Johndrow, J.E. and Wolpert, R.L. Model-free inference on extreme dependence via waiting times.  arXiv preprint.

Johndrow, J.E., Mattingly, J.C., Mukherjee, S. and Dunson, D. Optimal Approximating Markov Chains for Bayesian Inference.  arXiv preprint.

Published (Biology)

Liu, R., Woolner, S., Johndrow, J. E., Metzger, D., Flores, A., & Parkhurst, S. M. (2008). Sisyphus, the Drosophila myosin XV homolog, traffics within filopodia transporting key sensory and adhesion cargos. Development135(1), 53-63. Web resource link.

Stanley, S. A., Johndrow, J. E., Manzanillo, P., & Cox, J. S. (2007). The Type I IFN response to infection with Mycobacterium tuberculosis requires ESX-1-mediated secretion and contributes to pathogenesis. The Journal of Immunology178(5), 3143-3152. Web resource link.

Verdier, V., Johndrow, J. E., Betson, M., Chen, G. C., Hughes, D. A., Parkhurst, S. M., & Settleman, J. (2006). Drosophila Rho-kinase (DRok) is required for tissue morphogenesis in diverse compartments of the egg chamber during oogenesis. Developmental biology297(2), 417-432. Web resource link.

Johndrow, J. E., Rosales-Nieves, A. E., Keller, L. C., Magie, C. R., Pinto-Santini, D. M., & Parkhurst, S. M. (2006). Coordination of microtubule and microfilament dynamics by Drosophila Rho1, Spire and Cappuccino. Nature cell biology8(4), 367-376. Web resource link.

Machado, F. S., Johndrow, J. E., Esper, L., Dias, A., Bafica, A., Serhan, C. N., & Aliberti, J. (2006). Anti-inflammatory actions of lipoxin A4 and aspirin-triggered lipoxin are SOCS-2 dependent. Nature medicine12(3), 330-334. Web resource link.

Hoffman, H. E., Blair, E. R., Johndrow, J. E., & Bishop, A. C. (2005). Allele-specific inhibitors of protein tyrosine phosphatases. Journal of the American Chemical Society127(9), 2824-2825. Web resource link.

Johndrow, J. E., Magie, C. R., & Parkhurst, S. M. (2004). Rho GTPase function in flies: insights from a developmental and organismal perspective. Biochemistry and cell biology82(6), 643-657. Web resource link.