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researcher

A. Perrault

19 papers hereh-index 16749 citations53 works total

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

author position
  • first author4
  • middle author12
  • last author3

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

fields
  • cs.LG10
  • cs.GT4
  • cs.AI2
  • cs.CY2
  • q-bio.QM1

identity via Semantic Scholar / OpenAlex

activity
20152026
most citedCollapsing Bandits and Their Application to Public Health Interventions

15 citations · 59 across the 17 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.AI2023★ 6 cited

Reflections from the Workshop on AI-Assisted Decision Making for Conservation

Lily Xu, Esther Rolf, Sara Beery +21

In this white paper, we synthesize key points made during presentations and discussions from the AI-Assisted Decision Making for Conservation workshop, hosted by the Center for Res…

cs.LG2023★ 1 cited

Leaving the Nest: Going Beyond Local Loss Functions for Predict-Then-Optimize

Sanket Shah, Andrew Perrault, Bryan Wilder +1

Predict-then-Optimize is a framework for using machine learning to perform decision-making under uncertainty. The central research question it asks is, "How can the structure of a…

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