Subspace-Constrained Quadratic Matrix Factorization: Algorithm and
ApplicationsPattern Recognition (Pattern Recogn.), 2024 |
Quadratic Matrix Factorization with Applications to Manifold LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 |
A Priori Denoising Strategies for Sparse Identification of Nonlinear
Dynamical Systems: A Comparative StudyJournal of Computing and Information Science in Engineering (JCISE), 2022 |
Fitting a manifold of large reach to noisy dataJournal of Topology and Analysis (JTA) (JTA), 2019 |
Approximating the Span of Principal Components via Iterative
Least-SquaresApplied and Computational Harmonic Analysis (ACHA), 2019 |