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researcher

Nicholas Perello

5 papers hereh-index 370 citations10 works total

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

author position
  • middle author5

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

fields
  • cs.LG3
  • cs.AI1
  • cs.CY1

identity via Semantic Scholar / OpenAlex

activity
20192023
most citedMarrying Fairness and Explainability in Supervised Learning

39 citations · 44 across the 5 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.CY2023★ 2 cited

Towards AI Transparency and Accountability: A Global Framework for Exchanging Information on AI Systems

Warren Buckley, Adrian Byrne, Nicholas Perello +4

We propose that future AI transparency and accountability regulations are based on an open global standard for exchanging information about AI systems, which allows co-existence of…

cs.LG2023★ 1 cited

Simple Steps to Success: A Method for Step-Based Counterfactual Explanations

Jenny Hamer, Nicholas Perello, Jake Valladares +2

Algorithmic recourse is a process that leverages counterfactual explanations, going beyond understanding why a system produced a given classification, to providing a user with acti…

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