Oksana Chkrebtii

Bayesian inference for polycrystalline materials

James Matuk, Oksana Chkrebtii, Stephen Niezgoda, 2020, Stat.

Visualization and Outlier Detection for Multivariate Elastic Curve Data

Sebastian Kurtek, Weiyi Xie, Oksana Chkrebtii, 2020, IEEE Transactions on Visualization and Computer Graphics.

Estimation of Sparsely Observed Signals with an Empirical Bayesian Model

Sebastian Kurtek, James Matuk, Oksana Chkrebtii, 2019, 2019 53rd Asilomar Conference on Signals, Systems, and Computers.

Automatic Detection and Uncertainty Quantification of Landmarks on Elastic Curves

Sebastian Kurtek, Justin Strait, Oksana Chkrebtii, 2019, Journal of the American Statistical Association.

Elastic $k$-means clustering of functional data for posterior exploration, with an application to inference on acute respiratory infection dynamics.

Sebastian Kurtek, Xiao Zang, J. Derek Tucker, 2020, 2011.12397.

Bayesian Framework for Simultaneous Registration and Estimation of Noisy, Sparse, and Fragmented Functional Data

Sebastian Kurtek, Karthik Bharath, James Matuk, 2019, Journal of the American Statistical Association.

Oncogenetic network estimation with disjunctive Bayesian networks

Kevin R. Coombes, Amanda E. Toland, Subhadeep Paul, 2021, Computational and Systems Oncology.

Bayesian numerical methods for nonlinear partial differential equations

Jon Cockayne, T. J. Sullivan, Oksana Chkrebtii, 2021, Statistics and Computing.