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researcher

Gem Stapleton

3 papers hereh-index 242.1k citations168 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.AI2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedRepresentational Systems Theory: A Unified Approach to Encoding, Analysing and Transforming Representations

1 citations · 1 across the 3 of their papers we have counts for

collaborators

3 papers

cs.AI2025

Oruga: An Avatar of Representational Systems Theory

Daniel Raggi, Gem Stapleton, Mateja Jamnik +3

Humans use representations flexibly. We draw diagrams, change representations and exploit creative analogies across different domains. We want to harness this kind of power and end…

cs.LG2025

Structure Transfer: an Inference-Based Calculus for the Transformation of Representations

Daniel Raggi, Gem Stapleton, Mateja Jamnik +3

Representation choice is of fundamental importance to our ability to communicate and reason effectively. A major unsolved problem, addressed in this paper, is how to devise represe…

cs.AI2022★ 1 cited

Representational Systems Theory: A Unified Approach to Encoding, Analysing and Transforming Representations

Daniel Raggi, Gem Stapleton, Mateja Jamnik +3

The study of representations is of fundamental importance to any form of communication, and our ability to exploit them effectively is paramount. This article presents a novel theo…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.