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cs.LG2026
Stable Unsupervised Continual Chunking with Sheaf SyncMap
Xueyuan Li, Danilo Vasconcellos Vargas
Unsupervised Continual chunking is a fundamental problem in machine learning and neuroscience, where the goal is to identify groups of states that frequently co-occur in temporal s…
cs.LG2026
A Study of Hidden-State Optimization Order in Predictive Coding Networks
Xueyuan Li, Danilo Vasconcellos Vargas
Local learning methods offer an alternative to end-to-end backpropagation, but their unstructured local objectives can produce weak feature learning in deep networks. We study whet…