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researcher

David Sheard

1 paper hereh-index 274 citations6 works total

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author position
  • last 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

most citedGroup invariant machine learning by fundamental domain projections

2 citations · 2 across the 1 of their papers we have counts for

collaborators

1 paper

cs.LG2022★ 2 cited

Group invariant machine learning by fundamental domain projections

Benjamin Aslan, Daniel Platt, David Sheard

We approach the well-studied problem of supervised group invariant and equivariant machine learning from the point of view of geometric topology. We propose a novel approach using…

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