Navigating Fairness in Healthcare: A Comparative Analysis of Single-Stage and Multi-Stage Bias Mitigation Strategies (SANER 2025 - Workshops) - SANER 2025

Tue 4 - Fri 7 March 2025 Montréal, Québec, Canada

Who

Farzaneh Dehghani , Pedro Paiva , Nikita Malik , Joanna Lin , Sayeh Bayat , Mariana Pinheiro Bento

Track

SANER 2025 Workshops

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When

Tue 4 Mar 2025 12:00 - 12:20 at M-2101 - Fairness: Session 2

Farzaneh Dehghani

Pedro Paiva

Nikita Malik

Joanna Lin

Sayeh Bayat

Mariana Pinheiro Bento

Time Zone

The program is currently displayed in (GMT-05:00) Eastern Time (US & Canada).

Use conference time zone: (GMT-05:00) Eastern Time (US & Canada)Select other time zone

The GMT offsets shown reflect the offsets at the moment of the conference.

Time Band

By setting a time band, the program will dim events that are outside this time window. This is useful for (virtual) conferences with a continuous program (with repeated sessions).
The time band will also limit the events that are included in the personal iCalendar subscription service.

Display full programSpecify a time band

Session Program

Tue 4 Mar
Displayed time zone: Eastern Time (US & Canada) change

	11:00 - 12:30	Fairness: Session 2Workshops 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