Sofya Chepushtanova

Algorithms for feature selection and pattern recognition on grassmann manifolds

Sofya Chepushtanova, 2015 .

Persistence Images: A Stable Vector Representation of Persistent Homology

Henry Adams, Tegan Emerson, Michael Kirby, 2015, J. Mach. Learn. Res..

Slow rupture of viscous films between parallel needles

Sofya Chepushtanova, I. Kliakhandler, 2007, Journal of Fluid Mechanics.

Dimensionality Reduction*

Elin Farnell, Sofya Chepushtanova, Eric Kehoe, 2019, Design and Analysis of Algorithms.

Band selection in hyperspectral imagery using sparse support vector machines

Christopher M. Gittins, Michael Kirby, Sofya Chepushtanova, 2014, Defense + Security Symposium.

Classification of hyperspectral imagery on embedded Grassmannians

Michael Kirby, Sofya Chepushtanova, M. Kirby, 2014, 2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Sparse Grassmannian Embeddings for Hyperspectral Data Representation and Classification

Michael Kirby, Sofya Chepushtanova, M. Kirby, 2017, IEEE Geoscience and Remote Sensing Letters.