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Wesley Tansey

19 papers hereh-index 16617 citations46 works total

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

author position
  • first author14
  • middle author3
  • last author2

Across the 19 of 19 papers where every author was matched, so the position is known.

fields
  • stat.ML11
  • stat.ME5
  • cs.LG1
  • math.ST1
  • stat.AP1
same name
  • Wesley Tansey — 5 papers, h 2
  • Wesley Tansey — 3 papers, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20142022
most citedInterpreting Black Box Models via Hypothesis Testing

32 citations · 82 across the 15 of their papers we have counts for

collaborators
Showing 2019 · stat.MLShow all

2 papers · 2 filters

stat.ML2019

A Bayesian Model of Dose-Response for Cancer Drug Studies

Wesley Tansey, Christopher Tosh, David M. Blei

Exploratory cancer drug studies test multiple tumor cell lines against multiple candidate drugs. The goal in each paired (cell line, drug) experiment is to map out the dose-respons…

stat.ML2019★ 32 cited

Interpreting Black Box Models via Hypothesis Testing

Collin Burns, Jesse Thomason, Wesley Tansey

In science and medicine, model interpretations may be reported as discoveries of natural phenomena or used to guide patient treatments. In such high-stakes tasks, false discoveries…

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