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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 2016Show all

2 papers · 1 filter

math.ST2016★ 3 cited

On the Power of Likelihood Ratio Tests in Dimension-Restricted Submodels

Michael W. Trosset, Mingyue Gao, Carey E. Priebe

Likelihood ratio tests are widely used to test statistical hypotheses about parametric families of probability distributions. If interest is restricted to a subfamily of distributi…

stat.ML2016★ 16 cited

Nonparametric semi-supervised learning of class proportions

Shantanu Jain, Martha White, Michael W. Trosset +1

The problem of developing binary classifiers from positive and unlabeled data is often encountered in machine learning. A common requirement in this setting is to approximate poste…

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