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researcher

M. Trosset

14 papers hereh-index 304.1k citations111 works total

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

author position
  • first author7
  • middle author4
  • last author3

Across the 14 of 14 papers where every author was matched, so the position is known.

fields
  • stat.ML9
  • math.ST3
  • cs.LG1
  • stat.ME1

identity via Semantic Scholar / OpenAlex

activity
20152026
most citedNonparametric semi-supervised learning of class proportions

16 citations · 35 across the 13 of their papers we have counts for

collaborators
Showing 2024 · stat.MLShow all

2 papers · 2 filters

stat.ML2024

Optimizing the Induced Correlation in Omnibus Joint Graph Embeddings

Konstantinos Pantazis, Michael Trosset, William N. Frost +2

Theoretical and empirical evidence suggests that joint graph embedding algorithms induce correlation across the networks in the embedding space. In the Omnibus joint graph embeddin…

stat.ML2024

Continuous Multidimensional Scaling

Michael W. Trosset, Carey E. Priebe

Multidimensional scaling (MDS) is the act of embedding proximity information about a set of n objects in d-dimensional Euclidean space. As originally conceived by the psychomet…

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