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SANER 2025
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An Exploratory Analysis of Fairness Tools in Open Source
Who
sadia afrin mim
,
Fatema Tuz Zohra
,
Justin Smith
,
Brittany Johnson
Track
SANER 2025 Workshops
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When
Tue 4 Mar 2025 11:40 - 12:00 at
M-2101
-
Fairness: Session 2
sadia afrin mim
Fatema Tuz Zohra
Justin Smith
Lafayette College
United States
Brittany Johnson
George Mason University
United States
Program Display Configuration
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(GMT-10:00) Hawaii
(GMT-09:30) Marquesas Islands
(GMT-09:00) Gambier Islands
(GMT-09:00) Alaska
(GMT-08:00) Tijuana, Baja California
(GMT-08:00) Pitcairn Islands
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(GMT-06:00) Chihuahua, La Paz, Mazatlan
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(GMT-05:00) Easter Island
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(GMT-05:00) Cuba
(GMT-05:00) Bogota, Lima, Quito, Rio Branco
(GMT-04:00) Caracas
(GMT-03:00) Santiago
(GMT-04:00) La Paz
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(GMT-02:00) Mid-Atlantic
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(GMT-01:00) Azores
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(GMT+01:00) West Central Africa
(GMT+02:00) Windhoek
(GMT+02:00) Athens
(GMT+02:00) Beirut
(GMT+02:00) Cairo
(GMT+02:00) Gaza
(GMT+02:00) Harare, Pretoria
(GMT+02:00) Jerusalem
(GMT+03:00) Minsk
(GMT+03:00) Syria
(GMT+03:00) Moscow, St. Petersburg, Volgograd
(GMT+03:00) Nairobi
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(GMT+04:00) Yerevan
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(GMT+05:45) Kathmandu
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(GMT+12:00) Fiji, Kamchatka, Marshall Is.
(GMT+13:45) Chatham Islands
(GMT+13:00) Nuku'alofa
(GMT+14:00) Kiritimati
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Session Program
Tue 4 Mar
Displayed time zone:
Eastern Time (US & Canada)
change
11:00 - 12:30
Fairness: Session 2
Workshops
at
M-2101
11:00
20m
Talk
Contextual Fairness-Aware Practices in ML: A Cost-Effective Empirical Evaluation.
Workshops
Alessandra Parziale
,
Gianmario Voria
University of Salerno
,
Giammaria Giordano
University of Salerno
,
Gemma Catolino
University of Salerno
,
Gregorio Robles
Universidad Rey Juan Carlos
,
Fabio Palomba
University of Salerno
11:20
20m
Talk
How Do Generative Models Draw a Software Engineer? A Case Study on Stable Diffusion Bias.
Workshops
Tosin Fadahunsi
,
Giordano d'Aloisio
University of L'Aquila
,
Antinisca Di Marco
University of L'Aquila
,
Federica Sarro
University College London
Pre-print
11:40
20m
Talk
An Exploratory Analysis of Fairness Tools in Open Source
Workshops
sadia afrin mim
,
Fatema Tuz Zohra
,
Justin Smith
Lafayette College
,
Brittany Johnson
George Mason University
12:00
20m
Talk
Navigating Fairness in Healthcare: A Comparative Analysis of Single-Stage and Multi-Stage Bias Mitigation Strategies
Workshops
Farzaneh Dehghani
,
Pedro Paiva
,
Nikita Malik
,
Joanna Lin
,
Sayeh Bayat
,
Mariana Pinheiro Bento
12:20
10m
Talk
Session Discussion
Workshops
x
Fri 14 Mar 13:03
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