A subspace constrained randomized Kaczmarz method for structure or external knowledge exploitation. - Jackie Lok; Elizaveta Rebrova (CoRR, 2023)

Discrete error dynamics of mini-batch gradient descent for least squares regression. - Jackie Lok; Rishi Sonthalia; Elizaveta Rebrova (CoRR, 2024)

On Regularization via Early Stopping for Least Squares Regression. - Rishi Sonthalia; Jackie Lok; Elizaveta Rebrova (CoRR, 2024)

Error dynamics of mini-batch gradient descent with random reshuffling for least squares regression. - Jackie Lok; Rishi Sonthalia; Elizaveta Rebrova (ALT, 2025)

Subspace-constrained randomized coordinate descent for linear systems with good low-rank matrix approximations. - Jackie Lok; Elizaveta Rebrova (CoRR, 2025)