Jekyll2026-11-03T07:21:44+00:00https://proceedings.mlr.press/v344/feed.xmlProceedings of Machine Learning ResearchProceedings of The Algorithmic Fairness Across Alignment Procedures and Agentic Systems
Held in Riocentro Convention and Event Center, Rio de Janeiro, Brazil on 26 April 2026
Published as Volume 344 by the Proceedings of Machine Learning Research on 03 November 2026.
Volume Edited by:
Zeyu Tang
Prakhar Ganesh
Awa Dieng
Miriam Rateike
Jamelle Watson-Daniels
Golnoosh Farnadi
Series Editors:
Tegan Emerson
Hoel Kervadec
Neil D. Lawrence
PMLRMemories That Discriminate: Detecting and Correcting Bias in Personalized Hiring Agents2026-11-03T00:00:00+00:002026-11-03T00:00:00+00:00https://proceedings.mlr.press/v344/gharat26a[{"given"=>"Himanshu", "family"=>"Gharat"}, {"given"=>"Himanshi", "family"=>"Agrawal"}, {"given"=>"Gourab K", "family"=>"Patro"}]Mechanics of Bias and Reasoning: Interpreting the Impact of Chain-of-Thought Prompting on Gender Bias in LLMs2026-11-03T00:00:00+00:002026-11-03T00:00:00+00:00https://proceedings.mlr.press/v344/pearman26a[{"given"=>"Edie", "family"=>"Pearman"}, {"given"=>"Sophia", "family"=>"Osborne"}, {"given"=>"Mira", "family"=>"Kandlikar-Bloch"}, {"given"=>"Mina", "family"=>"Arzaghi"}, {"given"=>"Florian", "family"=>"Carichon"}, {"given"=>"Golnoosh", "family"=>"Farnadi"}]Operationalizing Fairness in Text-to-Image Models: A Survey of Bias, Fairness Audits and Mitigation Strategies2026-11-03T00:00:00+00:002026-11-03T00:00:00+00:00https://proceedings.mlr.press/v344/smith26a[{"given"=>"Megan", "family"=>"Smith"}, {"given"=>"Venkatesh", "family"=>"Thirugnana Sambandham"}, {"given"=>"Florian", "family"=>"Richter"}, {"given"=>"Laura", "family"=>"Crompton"}, {"given"=>"Matthias", "family"=>"Uhl"}, {"given"=>"Torsten", "family"=>"Schön"}]