From the 1 of 2 linked papers with an AI index.
2 papers
cs.LG2026
Multi-Dictionary Learning for Low Rank Sparse Coding
Boya Ma, Abram Magner, Maxwell McNeil +1
The paper introduces a low‑rank coding model for learning two dictionaries simultaneously, and proposes an alternating convex optimization algorithm (AODL) that yields sparser repr…
stat.ML2025
Continuous Symmetry Discovery and Enforcement Using Infinitesimal Generators of Multi-parameter Group Actions
Ben Shaw, Sasidhar Kunapuli, Abram Magner +1
Symmetry-informed machine learning can exhibit advantages over machine learning which fails to account for symmetry. In the context of continuous symmetry detection, current state…