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Sorelle A. Friedler

29 papers hereh-index 259.9k citations73 works total

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

author position
  • first author3
  • middle author19
  • last author5

Across the 27 of 29 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • cs.CY5
  • stat.ML5
  • cs.SI4
  • cs.CL3
  • cs.HC2

identity via Semantic Scholar / OpenAlex

activity
20142026
most citedOn the (im)possibility of fairness

267 citations · 710 across the 27 of their papers we have counts for

collaborators
Showing cs.SIShow all

4 papers · 1 filter

cs.SI2024

Fast algorithms to improve fair information access in networks

Dennis Robert Windham, Caroline J. Wendt, Alex Crane +5

We consider the problem of selecting k seed nodes in a network to maximize the minimum probability of activation under an independent cascade beginning at these seeds. The motiva…

cs.SI2022

Reducing Access Disparities in Networks using Edge Augmentation

Ashkan Bashardoust, Sorelle A. Friedler, Carlos E. Scheidegger +2

In social networks, a node's position is a form of \it{social capital}. Better-positioned members not only benefit from (faster) access to diverse information, but innately have mo…

cs.SI2020

Information access representations and social capital in networks

Ashkan Bashardoust, Hannah C. Beilinson, Sorelle A. Friedler +6

Social network position confers power and social capital. In the setting of online social networks that have massive reach, creating mathematical representations of social capital…

cs.SI2019★ 43 cited

Gaps in Information Access in Social Networks

Benjamin Fish, Ashkan Bashardoust, danah boyd +3

The study of influence maximization in social networks has largely ignored disparate effects these algorithms might have on the individuals contained in the social network. Individ…

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