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fair machine learning

2 papers across 2 sessions

Poster Session 1

1 paper
Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
Fair Continuous Resource Allocation with Equality of Impact
#1100 · Blossom Metevier, Dennis Wei, Karthikeyan Natesan Ramamurthy, Philip Thomas

Poster Session 5

1 paper
Friday, December 5, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
FairNet: Dynamic Fairness Correction without Performance Loss via Contrastive Conditional LoRA
#1212 · Songqi Zhou, Zeyuan Liu, Benben Jiang

FairNet introduces a dynamic, instance-level fairness correction method for machine learning models.