Babak Shahbaba - Publications

Statistics - Ph.D. University of California, Irvine, Irvine, CA 
Statistics, Mathematics

22 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2021 Lomeli LM, Iniguez A, Tata P, Jena N, Liu ZY, Van Etten R, Lander AD, Shahbaba B, Lowengrub JS, Minin VN. Optimal experimental design for mathematical models of haematopoiesis. Journal of the Royal Society, Interface. 18: 20200729. PMID 33499768 DOI: 10.1098/rsif.2020.0729  0.4
2019 Li L, Holbrook A, Shahbaba B, Baldi P. Neural network gradient Hamiltonian Monte Carlo. Computational Statistics. 34: 281-299. PMID 31695242 DOI: 10.1007/s00180-018-00861-z  0.44
2018 Holbrook A, Lan S, Vandenberg-Rodes A, Shahbaba B. Geodesic Lagrangian Monte Carlo over the space of positive definite matrices: with application to Bayesian spectral density estimation. Journal of Statistical Computation and Simulation. 88: 982-1002. PMID 31105358 DOI: 10.1080/00949655.2017.1416470  0.68
2017 Holbrook A, Vandenberg-Rodes A, Fortin N, Shahbaba B. A Bayesian supervised dual-dimensionality reduction model for simultaneous decoding of LFP and spike train signals. Stat (International Statistical Institute). 6: 53-67. PMID 28529731 DOI: 10.1002/sta4.137  0.44
2016 Zhou B, Moorman DE, Behseta S, Ombao H, Shahbaba B. A Dynamic Bayesian Model for Characterizing Cross-Neuronal Interactions During Decision-Making. Journal of the American Statistical Association. 111: 459-471. PMID 27990034 DOI: 10.1080/01621459.2015.1116988  0.68
2015 Moog NK, Buss C, Entringer S, Shahbaba B, Gillen DL, Hobel CJ, Wadhwa PD. Maternal Exposure to Childhood Trauma Is Associated During Pregnancy with Placental-Fetal Stress Physiology. Biological Psychiatry. PMID 26444076 DOI: 10.1016/j.biopsych.2015.08.032  0.48
2015 Lan S, Stathopoulos V, Shahbaba B, Girolami M. Markov Chain Monte Carlo from Lagrangian Dynamics. Journal of Computational and Graphical Statistics : a Joint Publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America. 24: 357-378. PMID 26240515 DOI: 10.1080/10618600.2014.902764  0.68
2015 Lan S, Palacios JA, Karcher M, Minin VN, Shahbaba B. An Efficient Bayesian Inference Framework for Coalescent-Based Nonparametric Phylodynamics. Bioinformatics (Oxford, England). PMID 26093147 DOI: 10.1093/bioinformatics/btv378  0.48
2015 Burke Quinlan E, Dodakian L, See J, McKenzie A, Le V, Wojnowicz M, Shahbaba B, Cramer SC. Neural function, injury, and stroke subtype predict treatment gains after stroke. Annals of Neurology. 77: 132-45. PMID 25382315 DOI: 10.1002/ana.24309  0.48
2015 Lan S, Stathopoulos V, Shahbaba B, Girolami M. Markov Chain Monte Carlo from Lagrangian Dynamics Journal of Computational and Graphical Statistics. 24: 357-378. DOI: 10.1080/10618600.2014.902764  0.48
2015 Shahbaba B, Behseta S, Vandenberg-Rodes A. Neuronal spike train analysis using Gaussian process models Nonparametric Bayesian Inference in Biostatistics. 271-286. DOI: 10.1007/978-3-319-19518-6_13  0.44
2014 Lan S, Zhou B, Shahbaba B. Spherical Hamiltonian Monte Carlo for Constrained Target Distributions. Jmlr Workshop and Conference Proceedings. 32: 629-637. PMID 25914759  0.68
2014 Lan S, Streets J, Shahbaba B. Wormhole Hamiltonian Monte Carlo. Proceedings of the ... Aaai Conference On Artificial Intelligence. Aaai Conference On Artificial Intelligence. 2014: 1953-1959. PMID 25861551  0.68
2014 Shahbaba B, Zhou B, Lan S, Ombao H, Moorman D, Behseta S. A semiparametric Bayesian model for detecting synchrony among multiple neurons. Neural Computation. 26: 2025-51. PMID 24922500 DOI: 10.1162/NECO_a_00631  0.48
2013 Zhou B, Konstorum A, Duong T, Tieu KH, Wells WM, Brown GG, Stern HS, Shahbaba B. A hierarchical modeling approach to data analysis and study design in a multi-site experimental fMRI study. Psychometrika. 78: 260-78. PMID 25107616 DOI: 10.1007/s11336-012-9298-9  0.48
2013 Pearson-Fuhrhop KM, Minton B, Acevedo D, Shahbaba B, Cramer SC. Genetic variation in the human brain dopamine system influences motor learning and its modulation by L-Dopa. Plos One. 8: e61197. PMID 23613810 DOI: 10.1371/journal.pone.0061197  0.48
2012 Buss C, Davis EP, Shahbaba B, Pruessner JC, Head K, Sandman CA. Maternal cortisol over the course of pregnancy and subsequent child amygdala and hippocampus volumes and affective problems. Proceedings of the National Academy of Sciences of the United States of America. 109: E1312-9. PMID 22529357 DOI: 10.1073/pnas.1201295109  0.48
2012 Kani K, Faca VM, Hughes LD, Zhang W, Fang Q, Shahbaba B, Luethy R, Erde J, Schmidt J, Pitteri SJ, Zhang Q, Katz JE, Gross ME, Plevritis SK, McIntosh MW, et al. Quantitative proteomic profiling identifies protein correlates to EGFR kinase inhibition. Molecular Cancer Therapeutics. 11: 1071-81. PMID 22411897 DOI: 10.1158/1535-7163.MCT-11-0852  0.48
2011 Shahbaba B, Yu Y, van Dyk DA. Comment on Article by Polson and Scott Bayesian Analysis. 6: 31-36. DOI: 10.1214/11-BA601B  0.48
2009 Gentles AJ, Alizadeh AA, Lee SI, Myklebust JH, Shachaf CM, Shahbaba B, Levy R, Koller D, Plevritis SK. A pluripotency signature predicts histologic transformation and influences survival in follicular lymphoma patients. Blood. 114: 3158-66. PMID 19636063 DOI: 10.1182/blood-2009-02-202465  0.48
2009 Shahbaba B, Gentles AJ, Beyene J, Plevritis SK, Greenwood CMT. A Bayesian nonparametric method for model evaluation: Application to genetic studies Journal of Nonparametric Statistics. 21: 379-396. DOI: 10.1080/10485250802613558  0.48
2009 Shahbaba B, Neal R. Nonlinear models using dirichlet process mixtures Journal of Machine Learning Research. 10: 1829-1850.  0.48
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