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researcher

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 2023Show all

2 papers · 1 filter

cs.AI2023★ 1 cited

Artificial Intelligence/Operations Research Workshop 2 Report Out

John Dickerson, Bistra Dilkina, Yu Ding +9

This workshop Report Out focuses on the foundational elements of trustworthy AI and OR technology, and how to ensure all AI and OR systems implement these elements in their system…

cs.LG2023

Reckoning with the Disagreement Problem: Explanation Consensus as a Training Objective

Avi Schwarzschild, Max Cembalest, Karthik Rao +2

As neural networks increasingly make critical decisions in high-stakes settings, monitoring and explaining their behavior in an understandable and trustworthy manner is a necessity…

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