Kyle Gilman

According to our database, Kyle Gilman authored at least 7 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Streaming Heteroscedastic Probabilistic PCA with Missing Data.

Kyle Gilman, David Hong, Jeffrey A. Fessler, Laura Balzano

Trans. Mach. Learn. Res., 2025

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

2022

Grassmannian Optimization for Online Tensor Completion and Tracking With the t-SVD.

Kyle Gilman, Davoud Ataee Tarzanagh, Laura Balzano

IEEE Trans. Signal Process., 2022

2021

HePPCAT: Probabilistic PCA for Data With Heteroscedastic Noise.

David Hong, Kyle Gilman, Laura Balzano, Jeffrey A. Fessler

IEEE Trans. Signal Process., 2021

2020

Grassmannian Optimization for Online Tensor Completion and Tracking in the t-SVD Algebra.

Kyle Gilman, Laura Balzano

CoRR, 2020

Online Tensor Completion and Free Submodule Tracking With The T-SVD.

Kyle Gilman, Laura Balzano

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Panoramic Video Separation with Online Grassmannian Robust Subspace Estimation.

Kyle Gilman, Laura Balzano

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019