Hoang-Lan Nguyen

Robust Sparse Subspace Tracking from Corrupted Data Observations

2025 · arXiv (Cornell University)

Subspace tracking is a fundamental problem in signal processing, where the goal is to estimate and track the underlying subspace that spans a sequence of data streams over time. In high-dimensional settings, data samples are …