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Eliot Tron

2 papers hereh-index 14 citations2 works total

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

author position
  • first author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

most citedCartan moving frames and the data manifolds

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

collaborators

2 papers

stat.ML2024★ 1 cited

Cartan moving frames and the data manifolds

Eliot Tron, Rita Fioresi, Nicolas Couellan +1

The purpose of this paper is to employ the language of Cartan moving frames to study the geometry of the data manifolds and its Riemannian structure, via the data information metri…

cs.LG2024

Geometry of Singular Foliations and Learning Manifolds in ReLU Networks via the Data Information Matrix

Eliot Tron, Rita Fioresi

Understanding how real data is distributed in high dimensional spaces is the key to many tasks in machine learning. We want to provide a natural geometric structure on the space of…

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