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researcher

K. Gummadi

65 papers hereh-index 7129.9k citations241 works total

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

author position
  • middle author42
  • last author21

Across the 63 of 65 papers where every author was matched, so the position is known.

fields
  • cs.SI18
  • cs.LG15
  • stat.ML9
  • cs.CY6
  • cs.CR5
  • cs.IR5

identity via Semantic Scholar / OpenAlex

activity
20142025
most citedFairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment

626 citations · 2.7k across the 64 of their papers we have counts for

collaborators
Showing 2015Show all

3 papers · 1 filter

physics.soc-ph2015

Bayesian Social Influence in the Online Realm

Przemyslaw A. Grabowicz, Francisco Romero-Ferrero, Theo Lins +3

Our opinions, which things we like or dislike, depend on the opinions of those around us. Nowadays, we are influenced by the opinions of online strangers, expressed in comments and…

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

On the Reliability of Profile Matching Across Large Online Social Networks

Oana Goga, Patrick Loiseau, Robin Sommer +2

Matching the profiles of a user across multiple online social networks brings opportunities for new services and applications as well as new insights on user online behavior, yet i…

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