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Accepted and Under Revision

Johndrow, J.E. and Lum, K., 2017. An algorithm for removing sensitive information: application to race-independent recidivism prediction. Annals of Applied Statistics (major revision). arXiv preprint.

Johndrow, J.E., and Bhattacharya, A., 2017. Optimal Gaussian Approximations to the Posterior for Log-Linear Models with Diaconis–Ylvisaker Priors. Bayesian Analysis. BA preprint.

Johndrow, J. E., Bhattacharya, A., and Dunson, D.B., 2017. Tensor decompositions and sparse log-linear models. The Annals of Statistics 45.1: 1-38. AoS preprint

Johndrow, J.E., Lum, K. and Dunson, D.B., 2017. Theoretical Limits of Record Linkage and Microclustering. Biometrika (minor revision). arXiv preprint.

Johndrow, J.E., Smith, A., Pillai, N. and Dunson, D.B., 2016. MCMC for Imbalanced Categorical Data. Journal of the American Statistical Association (major revision). arXiv preprint.

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

Johndrow, J.E., Mattingly, J.C., Mukherjee, S. and Dunson, D., 2015. Optimal Approximating Markov Chains for Bayesian Inference. Annals of Statistics (reject and resubmit) arXiv preprint.

Liu, I. A., Johndrow, J. E., Abe, J., Lüold, S., Yasukawa, K., Westneat, D. F., and Nowicki, S. (2015). Genetic diversity does not explain variation in extra-pair paternity in multiple populations of a songbird. Journal of evolutionary biology, 28(5), 1156-1169. Web resource link.

Johndrow JE, Lum K, Dunson DB. Diagonal orthant multinomial models. Proceedings of the 16th International Conference on Artificial Intelligence and Statistics (AISTATS) 2013. JMLR preprint. Selected as a Notable Paper (2.6 % of submissions were selected as notable). Web resource link.

arXiv Preprints

Duan, L.L., Johndrow, J.E. and Dunson, D.B., 2017. Scaling Up Data Augmentation MCMC via Calibration. arXiv preprint.

Johndrow, J.E. and Orenstein, P., 2017. Scalable MCMC for Bayes Shrinkage Priors. arXiv preprint.

Goldberg, D. and Johndrow, J.E., 2017. A Decision Theoretic Approach to A/B Testing. arXiv preprint.

Johndrow, J.E. and Mattingly, J.C., 2017. Coupling and Decoupling to bound an approximating Markov Chain. arXiv preprint.

Johndrow, J.E., Lum, K. and Manrique-Vallier, D., 2016. Estimating the observable population size from biased samples: a new approach to population estimation with capture heterogeneity. arXiv preprint.

Johndrow, J.E. and Wolpert, R.L., 2015. Tail waiting times and the extremes of stochastic processes. arXiv preprint.

Accepted (Biology)

Liu R, Woolner S, Johndrow JE, Metzger D, Flores A, Parkhurst SM. Sisyphus, the Drosophila myosin XV homolog, traffics within filopodia transporting key sensory and adhesion cargos. Development. 135(1):53–63. 2008. Web resource link.

Stanley SA, Johndrow JE, Manzanillo P, Cox JS. The Type I IFN response to infection with Mycobacterium tuberculosis requires ESX-1-mediated secretion and contributes to pathogenesis. Journal of Immunology, 178(5):3143–52. 2007. Web resource link.

Verdier V, Johndrow JE, Betson M, Chen GC, Hughes DA, Parkhurst SM, Settleman J. Drosophila Rho-kinase (DRok) is required for tissue morphogenesis in diverse compartments of the egg chamber during oogenesis. Developmental Biology, 297(2):417– 32. 2006. Web resource link.

Johndrow JE, Rosales-Nieves AE, Keller LC, Magie CR, Pinto-Santini DM, Parkhurst SM. Coordination of microtubule and microfilament dynamics by Drosophila Rho1, Spire and Cappuccino. Nature Cell Biology, 8(4):367–76, 2006. Web resource link.

Machado FS, Johndrow JE, Esper L, Dias A, Bafica A, Serhan CN, Aliberti J. Anti- inflammatory actions of lipoxin A4 and aspirin-triggered lipoxin are SOCS-2 dependent. Nature Medicine, 12(3):330–4, 2006. Web resource link.

Hoffman HE, Blair ER, Johndrow JE, Bishop AC. Allele-specific inhibitors of protein tyrosine phosphatases. Journal of the American Chemical Society, 127(9):2824–5, 2005. Web resource link.

Johndrow JE, Magie CR, Parkhurst SM. Rho GTPase function in flies: insights from a developmental and organismal perspective. Biochemistry and Cell Biology, 82(6):643– 57, 2005. Web resource link.