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Babak Shahbaba
Babak Shahbaba
Statistics and Computer Science, University of California, Irvine
Verified email at uci.edu - Homepage
Title
Cited by
Cited by
Year
Maternal cortisol over the course of pregnancy and subsequent child amygdala and hippocampus volumes and affective problems
C Buss, EP Davis, B Shahbaba, JC Pruessner, K Head, CA Sandman
Proceedings of the National Academy of Sciences 109 (20), E1312-E1319, 2012
5482012
Maternal psychosocial stress during pregnancy is associated with newborn leukocyte telomere length
S Entringer, ES Epel, J Lin, C Buss, B Shahbaba, EH Blackburn, ...
American journal of obstetrics and gynecology 208 (2), 134. e1-134. e7, 2013
2502013
Nonlinear models using Dirichlet process mixtures.
B Shahbaba, R Neal
Journal of Machine Learning Research 10 (8), 2009
2462009
Neural function, injury, and stroke subtype predict treatment gains after stroke
E Burke Quinlan, L Dodakian, J See, A McKenzie, V Le, M Wojnowicz, ...
Annals of neurology 77 (1), 132-145, 2015
1872015
Distributed stochastic gradient MCMC
S Ahn, B Shahbaba, M Welling
International conference on machine learning, 1044-1052, 2014
1082014
Maternal exposure to childhood trauma is associated during pregnancy with placental-fetal stress physiology
NK Moog, C Buss, S Entringer, B Shahbaba, DL Gillen, CJ Hobel, ...
Biological psychiatry 79 (10), 831-839, 2016
1032016
Genetic variation in the human brain dopamine system influences motor learning and its modulation by L-Dopa
KM Pearson-Fuhrhop, B Minton, D Acevedo, B Shahbaba, SC Cramer
PloS one 8 (4), e61197, 2013
992013
Split hamiltonian monte carlo
B Shahbaba, S Lan, WO Johnson, RM Neal
Statistics and Computing 24 (3), 339-349, 2014
832014
What time is it? Deep learning approaches for circadian rhythms
F Agostinelli, N Ceglia, B Shahbaba, P Sassone-Corsi, P Baldi
Bioinformatics 32 (12), i8-i17, 2016
682016
Wormhole hamiltonian monte carlo
S Lan, J Streets, B Shahbaba
Proceedings of the AAAI Conference on Artificial Intelligence 28 (1), 2014
672014
A pluripotency signature predicts histologic transformation and influences survival in follicular lymphoma patients
AJ Gentles, AA Alizadeh, SI Lee, JH Myklebust, CM Shachaf, B Shahbaba, ...
Blood, The Journal of the American Society of Hematology 114 (15), 3158-3166, 2009
652009
Spherical Hamiltonian Monte Carlo for constrained target distributions
S Lan, B Zhou, B Shahbaba
International Conference on Machine Learning, 629-637, 2014
552014
Maternal folate concentration in early pregnancy and newborn telomere length
S Entringer, ES Epel, J Lin, EH Blackburn, C Buss, B Shahbaba, DL Gillen, ...
Annals of Nutrition and Metabolism 66 (4), 202-208, 2015
492015
Improving classification when a class hierarchy is available using a hierarchy-based prior
RM Neal, B Shahbaba
Bayesian Analysis 2 (1), 221-237, 2007
492007
Gene function classification using Bayesian models with hierarchy-based priors
B Shahbaba, RM Neal
BMC bioinformatics 7 (1), 1-9, 2006
422006
Markov chain monte carlo from lagrangian dynamics
S Lan, V Stathopoulos, B Shahbaba, M Girolami
Journal of Computational and Graphical Statistics 24 (2), 357-378, 2015
372015
Evolutionary state-space model and its application to time-frequency analysis of local field potentials
X Gao, W Shen, B Shahbaba, NJ Fortin, H Ombao
Statistica Sinica 30 (3), 1561, 2020
352020
Hamiltonian Monte Carlo acceleration using surrogate functions with random bases
C Zhang, B Shahbaba, H Zhao
Statistics and computing 27 (6), 1473-1490, 2017
322017
Geodesic Lagrangian Monte Carlo over the space of positive definite matrices: with application to Bayesian spectral density estimation
A Holbrook, S Lan, A Vandenberg-Rodes, B Shahbaba
Journal of statistical computation and simulation 88 (5), 982-1002, 2018
302018
An efficient Bayesian inference framework for coalescent-based nonparametric phylodynamics
S Lan, JA Palacios, M Karcher, VN Minin, B Shahbaba
Bioinformatics 31 (20), 3282-3289, 2015
302015
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Articles 1–20