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researcher

Mitchell Pavlak

2 papers here

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

author position
  • first author1
  • middle author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.HC1
  • cs.LG1
same name
  • Mitchell Pavlak — 1 paper, 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

most citedData AUDIT: Identifying Attribute Utility- and Detectability-Induced Bias in Task Models

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.HC2024

Explainable AI Enhances Glaucoma Referrals, Yet the Human-AI Team Still Falls Short of the AI Alone

Catalina Gomez, Ruolin Wang, Katharina Breininger +6

Primary care providers are vital for initial triage and referrals to specialty care. In glaucoma, asymptomatic and fast progression can lead to vision loss, necessitating timely re…

cs.LG2023★ 1 cited

Data AUDIT: Identifying Attribute Utility- and Detectability-Induced Bias in Task Models

Mitchell Pavlak, Nathan Drenkow, Nicholas Petrick +2

To safely deploy deep learning-based computer vision models for computer-aided detection and diagnosis, we must ensure that they are robust and reliable. Towards that goal, algorit…

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