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Anthea Monod

Imperial College London

44 papers hereh-index 12552 citations58 works total

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

author position
  • first author2
  • middle author16
  • last author25

Across the 43 of 44 papers where every author was matched, so the position is known.

fields
  • cs.LG11
  • stat.ML7
  • math.AT5
  • math.OC5
  • math.MG4
  • math.ST4
affiliations
  • Imperial College London
HomepageORCID 0000-0001-6774-8150

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedPredicting Clinical Outcomes in Glioblastoma: An Application of Topological and Functional Data Analysis

99 citations · 157 across the 39 of their papers we have counts for

collaborators
Showing math.MGShow all

4 papers · 1 filter

math.MG2023

Probability Metrics for Tropical Spaces of Different Dimensions

Roan Talbut, Daniele Tramontano, Yueqi Cao +2

The problem of comparing probability distributions is at the heart of many tasks in statistics and machine learning. Established comparison methods treat the standard setting that…

math.MG2022

A Geometric Condition for Uniqueness of Fréchet Means of Persistence Diagrams

Yueqi Cao, Anthea Monod

The Fréchet mean is an important statistical summary and measure of centrality of data; it has been defined and studied for persistent homology captured by persistence diagrams. Ho…

math.MG2021★ 4 cited

An Invitation to Tropical Alexandrov Curvature

Carlos Améndola, Anthea Monod

We study Alexandrov curvature in the tropical projective torus with respect to the tropical metric, which has been useful in various statistical analyses, particularly in phylogeno…

math.MG2018

Tropical Geometry of Phylogenetic Tree Space: A Statistical Perspective

Anthea Monod, Bo Lin, Ruriko Yoshida +1

Phylogenetic trees are the fundamental mathematical representation of evolutionary processes in biology. They are also objects of interest in pure mathematics, such as algebraic ge…

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