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Leonardo V. Santoro

10 papers hereh-index 213 citations12 works total

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

author position
  • first author5
  • middle author2
  • last author3

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • math.PR4
  • stat.ML2
  • cs.LG1
  • math.ST1
  • stat.AP1
  • stat.ME1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedLarge Sample Theory for Bures-Wasserstein Barycentres

2 citations · 3 across the 9 of their papers we have counts for

collaborators
Showing math.PRShow all

4 papers · 1 filter

math.PR2024

Large Deviations Principle for Bures-Wasserstein Barycenters

Adam Quinn Jaffe, Leonardo V. Santoro

We prove the large deviations principle for empirical Bures-Wasserstein barycenters of independent, identically-distributed samples of covariance matrices and covariance operators.…

math.PR2023★ 2 cited

Large Sample Theory for Bures-Wasserstein Barycentres

Leonardo V. Santoro, Victor M. Panaretos

We establish a strong law of large numbers and a central limit theorem in the Bures-Wasserstein space of covariance operators -- or equivalently centred Gaussian measures -- over a…

math.PR2023

A Karhunen-Loève Theorem for Random Flows in Hilbert spaces

Leonardo V. Santoro, Kartik G. Waghmare, Victor M. Panaretos

We develop a generalisation of Mercer's theorem to operator-valued kernels in infinite dimensional Hilbert spaces. We then apply our result to deduce a Karhunen-Loève theorem, vali…

math.PR2022★ 1 cited

Widths of crossings in Poisson Boolean percolation

Ioan Manolescu, Leonardo V. Santoro

We answer the following question: if the occupied (or vacant) set of a planar Poisson Boolean percolation model does contain a crossing of an n×n square, how wide is this c…

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