Babak Shahbaba
Orcid: 0000-0002-8102-1609Affiliations:
- University of California, Irvine, USA
According to our database1,
Babak Shahbaba
authored at least 22 papers
between 2006 and 2023.
Collaborative distances:
Collaborative distances:
Timeline
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Online presence:
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on orcid.org
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on id.loc.gov
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Bibliography
2023
CoRR, 2023
Proceedings of the International Conference on Machine Learning, 2023
2022
Scaling Up Bayesian Uncertainty Quantification for Inverse Problems Using Deep Neural Networks.
SIAM/ASA J. Uncertain. Quantification, December, 2022
Brain waves analysis via a non-parametric Bayesian mixture of autoregressive kernels.
Comput. Stat. Data Anal., 2022
2020
Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020
2019
Bayesian Neural Decoding Using A Diversity-Encouraging Latent Representation Learning Method.
CoRR, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
2018
Modeling Binary Time Series Using Gaussian Processes with Application to Predicting Sleep States.
J. Classif., 2018
2017
Stat. Comput., 2017
Precomputing strategy for Hamiltonian Monte Carlo method based on regularity in parameter space.
Comput. Stat., 2017
2016
2015
An efficient Bayesian inference framework for coalescent-based nonparametric phylodynamics.
Bioinform., 2015
2014
Neural Comput., 2014
Proceedings of the 31th International Conference on Machine Learning, 2014
Proceedings of the 31th International Conference on Machine Learning, 2014
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
2009
2008
A modified Dirichlet process mixture model for clustering phosphopeptides based on their response to anti-cancer drug perturbation.
Proceedings of the International Conference on Bioinformatics & Computational Biology, 2008
2006
BMC Bioinform., 2006