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shivashankarrs / classimb_fairness

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Task 3 (Lit review, identify closest papers, and position our work) #3

Open shivashankarrs opened 3 years ago

shivashankarrs commented 3 years ago

Read recent papers, and position our work wrt existing ones.

shivashankarrs commented 3 years ago

https://www.aclweb.org/anthology/2020.acl-main.647.pdf (Section 6.2) --- they vary protected attributes class proportions, black to pos/neg, white to pos/neg.

afshinrahimi commented 3 years ago

Code for null it out https://github.com/shauli-ravfogel/nullspace_projection We might be able to plug ldam into their code to compare.

shivashankarrs commented 3 years ago

CIKM 2020: https://dl.acm.org/doi/10.1145/3340531.3411980