2 papers
cs.LG2025
Learning Hierarchical Procedural Memory for LLM Agents through Bayesian Selection and Contrastive Refinement
Saman Forouzandeh, Wei Peng, Parham Moradi +2
We present MACLA, a framework that decouples reasoning from learning by maintaining a frozen large language model while performing all adaptation in an external hierarchical proced…
cs.LG2025
A Comprehensive Survey on Spectral Clustering with Graph Structure Learning
Kamal Berahmand, Farid Saberi-Movahed, Razieh Sheikhpour +2
Spectral clustering is a powerful technique for clustering high-dimensional data, utilizing graph-based representations to detect complex, non-linear structures and non-convex clus…