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Isabel Valera

35 papers hereh-index 296.7k citations65 works total

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

author position
  • first author3
  • middle author14
  • last author17

Across the 34 of 35 papers where every author was matched, so the position is known.

fields
  • cs.LG15
  • stat.ML12
  • cs.SI6
  • eess.SP1
  • q-bio.NC1
same name
  • Isabel Valera — 7 papers, h 1
  • Isabel Valera — 6 papers, h 2
  • Isabel Valera — 4 papers, h 2
  • Isabel Valera — 2 papers, h 1
  • Isabel Valera — 1 paper, h 1
  • Isabel Valera — 1 paper, h 1

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
20142023
most citedFairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment

626 citations · 1.7k across the 31 of their papers we have counts for

collaborators
Showing 2015Show all

2 papers · 1 filter

stat.ML2015★ 333 cited

Fairness Constraints: Mechanisms for Fair Classification

Muhammad Bilal Zafar, Isabel Valera, Manuel Gomez Rodriguez +1

Algorithmic decision making systems are ubiquitous across a wide variety of online as well as offline services. These systems rely on complex learning methods and vast amounts of d…

cs.SI2015★ 72 cited

Learning and Forecasting Opinion Dynamics in Social Networks

Abir De, Isabel Valera, Niloy Ganguly +2

Social media and social networking sites have become a global pinboard for exposition and discussion of news, topics, and ideas, where social media users often update their opinion…

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