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researcher

Nicholas Zucchet

1 paper hereh-index 00 citations1 works total

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author position
  • middle author1

Across the 1 of 1 paper where every author was matched, so the position is known.

fields
  • cs.LG1

identity via Semantic Scholar / OpenAlex

works on
attention 1inductive reasoning 1learning dynamics 1theoretical analysis 1transformers 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.LG2026

Invariant Learning Dynamics of Transformers in Inductive Reasoning Tasks

Tiberiu Musat, Tiago Pimentel, Nicolas Zucchet +1

The paper develops a theoretical framework showing that transformer models learn inductive reasoning tasks by evolving on a low-dimensional invariant manifold, enabling tractable a…

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