Babak Shahbaba
Babak Shahbaba
Statistics and Computer Science, University of California, Irvine
Verified email at - Homepage
Cited by
Cited by
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
Nonlinear models using Dirichlet process mixtures.
B Shahbaba, R Neal
Journal of Machine Learning Research 10 (8), 2009
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
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
Analysis of neural data
RE Kass, UT Eden, EN Brown
Springer, 2014
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
Distributed stochastic gradient MCMC
S Ahn, B Shahbaba, M Welling
International conference on machine learning, 1044-1052, 2014
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
Split hamiltonian monte carlo
B Shahbaba, S Lan, WO Johnson, RM Neal
Statistics and Computing 24 (3), 339-349, 2014
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
Wormhole hamiltonian monte carlo
S Lan, J Streets, B Shahbaba
Proceedings of the AAAI Conference on Artificial Intelligence 28 (1), 2014
Use R!
RGKHG Parmigiani
Evaluating the effect of motion and body shape on the perceived sex of virtual characters
R McDonnell, S Jörg, JK Hodgins, F Newell, C O'sullivan
ACM Transactions on Applied Perception (TAP) 5 (4), 1-14, 2009
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
Spherical Hamiltonian Monte Carlo for constrained target distributions
S Lan, B Zhou, B Shahbaba
International Conference on Machine Learning, 629-637, 2014
Improving classification when a class hierarchy is available using a hierarchy-based prior
B Shahbaba, RM Neal
Bayesian Analysis 2 (1), 221-237, 2007
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
Gene function classification using Bayesian models with hierarchy-based priors
B Shahbaba, RM Neal
BMC bioinformatics 7 (1), 1-9, 2006
Sparse regression incorporating graphical structure among predictors
G Yu, Y Liu
Journal of the American Statistical Association 111 (514), 707-720, 2016
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
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