Panoramic Video Separation with Online Grassmannian Robust Subspace Estimation. - Kyle Gilman; Laura Balzano (ICCV Workshops, 2019)

Online Tensor Completion and Free Submodule Tracking With The T-SVD. - Kyle Gilman; Laura Balzano (ICASSP, 2020)

Grassmannian Optimization for Online Tensor Completion and Tracking in the t-SVD Algebra. - Kyle Gilman; Laura Balzano (CoRR, 2020)

HePPCAT: Probabilistic PCA for Data With Heteroscedastic Noise. - David Hong; Kyle Gilman; Laura Balzano; Jeffrey A. Fessler (IEEE Trans. Signal Process., 2021)

Grassmannian Optimization for Online Tensor Completion and Tracking With the t-SVD. - Kyle Gilman; Davoud Ataee Tarzanagh; Laura Balzano (IEEE Trans. Signal Process., 2022)

A Semidefinite Relaxation for Sums of Heterogeneous Quadratic Forms on the Stiefel Manifold. - Kyle Gilman; Samuel Burer; Laura Balzano (SIAM J. Matrix Anal. Appl., 2025)

Streaming Heteroscedastic Probabilistic PCA with Missing Data. - Kyle Gilman; David Hong; Jeffrey A. Fessler; Laura Balzano (Trans. Mach. Learn. Res., 2025)