One-Pass Learning via Bridging Orthogonal Gradient Descent and Recursive Least-Squares

28 July 2022

Papers citing "One-Pass Learning via Bridging Orthogonal Gradient Descent and Recursive Least-Squares"

9 / 9 papers shown

Title
Mathematics of Continual Learning Liangzu Peng René Vidal CLL 114 0 0 24 Apr 2025
Staying Alive: Online Neural Network Maintenance and Systemic Drift Joshua Edward Hammond Tyler Soderstrom Brian A. Korgel Michael Baldea 73 0 0 22 Mar 2025
MODL: Multilearner Online Deep Learning Antonios Valkanas Boris N. Oreshkin Mark Coates 125 2 0 28 May 2024
Low-rank extended Kalman filtering for online learning of neural networks from streaming data Peter Chang Gerardo Duran-Martín Alexander Y. Shestopaloff Matt Jones Kevin P. Murphy BDL 120 20 0 31 May 2023
SketchOGD: Memory-Efficient Continual Learning Benjamin Wright Youngjae Min Jeremy Bernstein Navid Azizan CLL 192 0 0 25 May 2023
FLEX: an Adaptive Exploration Algorithm for Nonlinear Systems Matthieu Blanke Marc Lelarge 63 4 0 26 Apr 2023
A Comparative Analysis of Distributed Linear Solvers under Data Heterogeneity Boris Velasevic Rohit Parasnis Christopher G. Brinton Navid Azizan 44 1 0 20 Apr 2023
A Comprehensive Survey of Continual Learning: Theory, Method and Application Liyuan Wang Xingxing Zhang Hang Su Jun Zhu KELM CLL 243 718 0 31 Jan 2023
Mirror Descent Maximizes Generalized Margin and Can Be Implemented Efficiently Haoyuan Sun Kwangjun Ahn Christos Thrampoulidis Navid Azizan OOD 66 22 0 25 May 2022