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Patrick Vossler

14 papers hereh-index 587 citations17 works total

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

author position
  • first author3
  • middle author9
  • last author1

Across the 13 of 14 papers where every author was matched, so the position is known.

fields
  • cs.AI4
  • stat.ML3
  • cs.HC2
  • cs.LG2
  • cs.CY1
  • math.ST1
same name
  • Patrick Vossler — 1 paper

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
20182026
most citedAsymptotic Properties of High-Dimensional Random Forests

8 citations · 17 across the 13 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

stat.ML2023★ 1 cited

ODTlearn: A Package for Learning Optimal Decision Trees for Prediction and Prescription

Patrick Vossler, Nathan Justin, Sina Aghaei +3

ODTlearn is an open source Python package that provides methods for learning optimal decision trees for high-stakes predictive and prescriptive tasks based on the state-of-the-art…

cs.HC2023★ 2 cited

Deploying a Robust Active Preference Elicitation Algorithm on MTurk: Experiment Design, Interface, and Evaluation for COVID-19 Patient Prioritization

Caroline M. Johnston, Patrick Vossler, Simon Blessenohl +1

Preference elicitation leverages AI or optimization to learn stakeholder preferences in settings ranging from marketing to public policy. The online robust preference elicitation p…

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