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John Dickerson

5 papers hereh-index 595 citations10 works total

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

author position
  • first author1
  • middle author2
  • last author2

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.AI1
same name
  • John Dickerson — 1 paper, h 3

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
20212023
most citedCounterfactual Explanations for Machine Learning: Challenges Revisited

3 citations · 5 across the 5 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.LG2022

Targets in Reinforcement Learning to solve Stackelberg Security Games

Saptarashmi Bandyopadhyay, Chenqi Zhu, Philip Daniel +3

Reinforcement Learning (RL) algorithms have been successfully applied to real world situations like illegal smuggling, poaching, deforestation, climate change, airport security, et…

cs.LG2022★ 1 cited

Repairing Regressors for Fair Binary Classification at Any Decision Threshold

Kweku Kwegyir-Aggrey, A. Feder Cooper, Jessica Dai +3

We study the problem of post-processing a supervised machine-learned regressor to maximize fair binary classification at all decision thresholds. By decreasing the statistical dist…

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