Babak Shahbaba
Babak Shahbaba
Statistics and Computer Science, University of California, Irvine
Verified email at uci.edu - Homepage
TitleCited byYear
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
3652012
Nonlinear models using Dirichlet process mixtures
B Shahbaba, R Neal
Journal of Machine Learning Research 10 (Aug), 1829-1850, 2009
1742009
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
1672013
Analysis of neural data
RE Kass, UT Eden, EN Brown
Springer, 2014
1162014
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
1152015
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
782013
Distributed stochastic gradient MCMC
S Ahn, B Shahbaba, M Welling
International conference on machine learning, 1044-1052, 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 114 (15), 3158-3166, 2009
572009
Split hamiltonian monte carlo
B Shahbaba, S Lan, WO Johnson, RM Neal
Statistics and Computing 24 (3), 339-349, 2014
542014
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
432016
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), 20, 2009
42*2009
Wormhole hamiltonian monte carlo
S Lan, J Streets, B Shahbaba
Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
402014
Use R!
RGKHG Parmigiani
402012
Improving classification when a class hierarchy is available using a hierarchy-based prior
B Shahbaba, RM Neal
Bayesian Analysis 2 (1), 221-237, 2007
382007
Gene function classification using Bayesian models with hierarchy-based priors
B Shahbaba, RM Neal
BMC bioinformatics 7 (1), 448, 2006
352006
Spherical Hamiltonian Monte Carlo for constrained target distributions
S Lan, B Zhou, B Shahbaba
JMLR workshop and conference proceedings 32, 629, 2014
332014
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
312015
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
292016
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
242015
Sparse regression incorporating graphical structure among predictors
G Yu, Y Liu
Journal of the American Statistical Association 111 (514), 707-720, 2016
202016
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Articles 1–20