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cs.LG2025
Decoding Communications with Partial Information
Dylan Cope, Peter McBurney
Machine language acquisition is often presented as a problem of imitation learning: there exists a community of language users from which a learner observes speech acts and attempt…
cs.LG2024
The Topos of Transformer Networks
Mattia Jacopo Villani, Peter McBurney
The transformer neural network has significantly out-shined all other neural network architectures as the engine behind large language models. We provide a theoretical analysis of…