2024 "algorithmic fairness" Papers

7 papers found

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Conference

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Paper Type

poster (24,624)paper (8,140)oral (1,594)spotlight (1,421)highlight (975)

Almost Envy-Free Allocations of Indivisible Goods or Chores with Entitlements

Max Springer, MohammadTaghi Hajiaghayi, Hadi Yami

AAAI 2024paperarXiv:2305.16081

An Information-Flow Perspective on Algorithmic Fairness

Samuel Teuber, Bernhard Beckert

AAAI 2024paperarXiv:2312.10128

A Sequentially Fair Mechanism for Multiple Sensitive Attributes

Francois HU, Philipp Ratz, Arthur Charpentier

AAAI 2024paperarXiv:2309.06627

Can a Few Decide for Many? The Metric Distortion of Sortition

Ioannis Caragiannis, Evi Micha, Jannik Peters

ICML 2024posterarXiv:2406.02400

FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and Classification

Yu Tian, Congcong Wen, Min Shi et al.

ECCV 2024posterarXiv:2407.08813
27
citations

FairProof : Confidential and Certifiable Fairness for Neural Networks

Chhavi Yadav, Amrita Roy Chowdhury, Dan Boneh et al.

ICML 2024posterarXiv:2402.12572

Position: Scarce Resource Allocations That Rely On Machine Learning Should Be Randomized

Shomik Jain, Kathleen A. Creel, Ashia Wilson

ICML 2024poster