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Author ID: shahbaba.babak Recent zbMATH articles by "Shahbaba, Babak"
Published as: Shahbaba, Babak
Documents Indexed: 26 Publications since 2007, including 1 Book and 1 Additional arXiv Preprint
Co-Authors: 39 Co-Authors with 22 Joint Publications
973 Co-Co-Authors

Publications by Year

Citations contained in zbMATH Open

14 Publications have been cited 98 times in 83 Documents Cited by Year
Nonlinear models using Dirichlet process mixtures. Zbl 1235.62069
Shahbaba, Babak; Neal, Radford
31
2009
Geodesic Lagrangian Monte Carlo over the space of positive definite matrices: with application to Bayesian spectral density estimation. Zbl 07192588
Holbrook, Andrew; Lan, Shiwei; Vandenberg-Rodes, Alexander; Shahbaba, Babak
14
2018
Split Hamiltonian Monte Carlo. Zbl 1325.62018
Shahbaba, Babak; Lan, Shiwei; Johnson, Wesley O.; Neal, Radford M.
13
2014
Hamiltonian Monte Carlo acceleration using surrogate functions with random bases. Zbl 1384.65008
Zhang, Cheng; Shahbaba, Babak; Zhao, Hongkai
8
2017
Evolutionary state-space model and its application to time-frequency analysis of local field potentials. Zbl 1453.62724
Gao, Xu; Shen, Weining; Shahbaba, Babak; Fortin, Norbert J.; Ombao, Hernando
7
2020
Precomputing strategy for Hamiltonian Monte Carlo method based on regularity in parameter space. Zbl 1417.65018
Zhang, Cheng; Shahbaba, Babak; Zhao, Hongkai
5
2017
Contribution to the discussion of the paper ‘Geodesic Monte Carlo on embedded manifolds’. Zbl 1349.62200
Shahbaba, Babak; Lan, Shiwei; Streets, Jeffrey
4
2014
Sampling constrained probability distributions using spherical augmentation. Zbl 1395.62054
Lan, Shiwei; Shahbaba, Babak
4
2016
Variational Hamiltonian Monte Carlo via score matching. Zbl 06989957
Zhang, Cheng; Shahbaba, Babak; Zhao, Hongkai
3
2018
Modeling binary time series using Gaussian processes with application to predicting sleep states. Zbl 1422.62219
Gao, Xu; Shahbaba, Babak; Ombao, Hernando
3
2018
Neural network gradient Hamiltonian Monte Carlo. Zbl 1417.65014
Li, Lingge; Holbrook, Andrew; Shahbaba, Babak; Baldi, Pierre
2
2019
Scaling up Bayesian uncertainty quantification for inverse problems using deep neural networks. Zbl 1514.62009
Lan, Shiwei; Li, Shuyi; Shahbaba, Babak
2
2022
Neuronal spike train analysis using Gaussian process models. Zbl 1338.92034
Shahbaba, Babak; Behseta, Sam; Vandenberg-Rodes, Alexander
1
2015
A hierarchical modeling approach to data analysis and study design in a multi-site experimental fMRI study. Zbl 1284.62774
Zhou, Bo; Konstorum, Anna; Duong, Thao; Tieu, Kinh H.; Wells, William M.; Brown, Gregory G.; Stern, Hal S.; Shahbaba, Babak
1
2013
Scaling up Bayesian uncertainty quantification for inverse problems using deep neural networks. Zbl 1514.62009
Lan, Shiwei; Li, Shuyi; Shahbaba, Babak
2
2022
Evolutionary state-space model and its application to time-frequency analysis of local field potentials. Zbl 1453.62724
Gao, Xu; Shen, Weining; Shahbaba, Babak; Fortin, Norbert J.; Ombao, Hernando
7
2020
Neural network gradient Hamiltonian Monte Carlo. Zbl 1417.65014
Li, Lingge; Holbrook, Andrew; Shahbaba, Babak; Baldi, Pierre
2
2019
Geodesic Lagrangian Monte Carlo over the space of positive definite matrices: with application to Bayesian spectral density estimation. Zbl 07192588
Holbrook, Andrew; Lan, Shiwei; Vandenberg-Rodes, Alexander; Shahbaba, Babak
14
2018
Variational Hamiltonian Monte Carlo via score matching. Zbl 06989957
Zhang, Cheng; Shahbaba, Babak; Zhao, Hongkai
3
2018
Modeling binary time series using Gaussian processes with application to predicting sleep states. Zbl 1422.62219
Gao, Xu; Shahbaba, Babak; Ombao, Hernando
3
2018
Hamiltonian Monte Carlo acceleration using surrogate functions with random bases. Zbl 1384.65008
Zhang, Cheng; Shahbaba, Babak; Zhao, Hongkai
8
2017
Precomputing strategy for Hamiltonian Monte Carlo method based on regularity in parameter space. Zbl 1417.65018
Zhang, Cheng; Shahbaba, Babak; Zhao, Hongkai
5
2017
Sampling constrained probability distributions using spherical augmentation. Zbl 1395.62054
Lan, Shiwei; Shahbaba, Babak
4
2016
Neuronal spike train analysis using Gaussian process models. Zbl 1338.92034
Shahbaba, Babak; Behseta, Sam; Vandenberg-Rodes, Alexander
1
2015
Split Hamiltonian Monte Carlo. Zbl 1325.62018
Shahbaba, Babak; Lan, Shiwei; Johnson, Wesley O.; Neal, Radford M.
13
2014
Contribution to the discussion of the paper ‘Geodesic Monte Carlo on embedded manifolds’. Zbl 1349.62200
Shahbaba, Babak; Lan, Shiwei; Streets, Jeffrey
4
2014
A hierarchical modeling approach to data analysis and study design in a multi-site experimental fMRI study. Zbl 1284.62774
Zhou, Bo; Konstorum, Anna; Duong, Thao; Tieu, Kinh H.; Wells, William M.; Brown, Gregory G.; Stern, Hal S.; Shahbaba, Babak
1
2013
Nonlinear models using Dirichlet process mixtures. Zbl 1235.62069
Shahbaba, Babak; Neal, Radford
31
2009
all top 5

Cited by 206 Authors

9 Ombao, Hernando C.
9 Shahbaba, Babak
5 Holbrook, Andrew J.
4 Fortin, Norbert J.
4 Lan, Shiwei
4 Zhang, Cheng
4 Zhao, Hongkai
3 Chau, Joris
3 DeYoreo, Maria
3 Dunson, David Brian
3 Euán, Carolina
3 Gao, Xu
3 Müller, Peter
3 Porcu, Emilio
3 Shen, Weining
3 Sun, Ying
3 von Sachs, Rainer
2 Bachoc, François
2 Barp, Alessandro
2 Bissiri, Pier Giovanni
2 Chen, Huiling
2 Cleanthous, Galatia
2 Drovandi, Christopher C.
2 Durrande, Nicolas
2 Fiecas, Mark B.
2 Frostig, Ron D.
2 Kottas, Athanasios
2 López-Lopera, Andrés F.
2 Moores, Matthew T.
2 Roustant, Olivier
2 Srivastava, Sanvesh
1 Adams, Matthew Philip
1 Adouani, Ines
1 Aickelin, Uwe
1 Akhmatskaya, Elena
1 Alegria, Alfredo
1 Atzberger, Paul J.
1 Babak, Shahbaba
1 Baele, Guy
1 Bagnarosa, Guillaume
1 Baldi, Pierre
1 Bennett, Frederick R.
1 Bergquist, John R.
1 Beyene, Joseph
1 Bhattacharya, Abhishek
1 Blei, David M.
1 Botha, Imke
1 Boys, Richard J.
1 Brockmann, Dirk
1 Cai, Zhennao
1 Caron, François
1 Carter, Rickey E.
1 Casas, Fernando
1 Che, Yifeng
1 Chen, Bo
1 Chen, Tianbo
1 Chia, Nicholas J. Y.
1 Chopin, Nicolas
1 Cipolli, William III
1 Dai, Guang
1 Dalton, Lori A.
1 Daniels, Michael J.
1 Dellicour, Simon
1 Dey, Dipak Kumar
1 Dhulipala, Somayajulu L. N.
1 Di Ventra, Massimiliano
1 Elias, Gabriel A.
1 Emery, Xavier
1 Ettaouil, Mohamed
1 Feng, Bo
1 Fontaine, Charles
1 Fradi, Anis
1 Frazier, David T.
1 Gentles, Andrew J.
1 Gershman, Samuel J.
1 Gillen, Daniel L.
1 Girolami, Mark A.
1 Granados-Garcia, Guilllermo
1 Gray-Davies, Tristan
1 Greenwood, Celia M. T.
1 Gu, Jianhua
1 Gu, Quanquan
1 Guha, Subharup
1 Gupta, Sunil Kumar
1 Hastie, Trevor John
1 Holmes, Christopher C.
1 Hu, Jianhua
1 Hu, Wei
1 Huang, Chunyu
1 Huang, Hui
1 Huang, Yifan
1 Huddleston, Jeanne M.
1 Husmeier, Dirk
1 Idier, Déborah
1 Jamshidi, Arta A.
1 Jiang, Richard M.
1 Jin, Ick Hoon
1 Jordan, Michael Irwin
1 Kantas, Nikolas
1 Khuong Tran, Dang
...and 106 more Authors

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