Simple Alternating Minimization Provably Solves Complete Dictionary LearningSIAM Journal on Mathematics of Data Science (SIMODS), 2022 |
Pursuit of a Discriminative Representation for Multiple Subspaces via
Sequential GamesJournal of the Franklin Institute (JFI), 2022 |
Efficient Sparse Coding using Hierarchical Riemannian PursuitIEEE Transactions on Signal Processing (IEEE TSP), 2021 |
Online Orthogonal Dictionary Learning Based on Frank-Wolfe MethodIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021 |