conftrace_

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11 papers

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Co-occurring keywords

fair clustering (43) algorithmic fairness (284) fairness constraint (125) approximation algorithm (630) roc analysis (5) fairness criterion (21) fairness evaluation (118) equalized odd (31) prediction accuracy (21) probabilistic classifier (22)

Papers

FROC: Building Fair ROC from a Trained Classifier AAAI 2025
Improved Approximation for Fair Correlation Clustering AISTATS 2023
VL-BERT+: Detecting Protected Groups in Hateful Multimodal Memes ACL 2021
Protecting the Protected Group: Circumventing Harmful Fairness AAAI 2021
KFC: A Scalable Approximation Algorithm for $k$−center Fair Clustering NIPS 2020
Robust Optimization for Fairness with Noisy Protected Groups NIPS 2020
Fair Algorithms for Clustering NIPS 2019
A Transparent Framework for Evaluating Unintended Demographic Bias in Word Embeddings ACL 2019
On preserving non-discrimination when combining expert advice NIPS 2018
Multicalibration: Calibration for the (Computationally-Identifiable) Masses ICML 2018
Equality of Opportunity in Supervised Learning NIPS 2016