papers
Publications (13)
math.ST2019
Distribution on Warp Maps for Alignment of Open and Closed Curves
Karthik Bharath, Sebastian Kurtek
stat.ME2019
A Geometric Variational Approach to Bayesian Inference
Abhijoy Saha, Karthik Bharath, Sebastian Kurtek
stat.ML2019
Aggregated Pairwise Classification of Statistical Shapes
Min Ho Cho, Sebastian Kurtek, Steven N. MacEachern
stat.AP2017
Automatic Detection and Uncertainty Quantification of Landmarks on Elastic Curves
Justin Strait, Oksana Chkrebtii, Sebastian Kurtek
stat.AP2017
Radiologic Image-based Statistical Shape Analysis of Brain Tumors
Karthik Bharath, Sebastian Kurtek, Arvind Rao +1
math.ST2011
Registration of Functional Data Using Fisher-Rao Metric
Anuj Srivastava, Wei Wu, Sebastian Kurtek +2
stat.ME2017
A Geometric Approach to Pairwise Bayesian Alignment of Functional Data Using Importance Sampling
Sebastian Kurtek
stat.ME2018
Geometric Sensitivity Measures for Bayesian Nonparametric Density Estimation Models
Abhijoy Saha, Sebastian Kurtek
math.DG2018
Simplifying transforms for general elastic metrics on the space of plane curves
Sebastian Kurtek, Tom Needham
stat.AP2017
A Geometric Approach to Visualization of Variability in Functional Data
Weiyi Xie, Sebastian Kurtek, Karthik Bharath +1
stat.ME2014
Bayes Sensitivity with Fisher-Rao Metric
Sebastian Kurtek, Karthik Bharath
stat.AP2014
Statistical analysis of trajectories on Riemannian manifolds: Bird migration, hurricane tracking and video surveillance
Jingyong Su, Sebastian Kurtek, Eric Klassen +1
stat.CO2019
A Geometric Approach for Computing Tolerance Bounds for Elastic Functional Data
J. Derek Tucker, John R. Lewis, Caleb King +1