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11/29/2022
A Revenue Function for Comparison-Based Hierarchical Clustering
Comparison-based learning addresses the problem of learning when, instea...
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10/28/2022
Fairness Certificates for Differentially Private Classification
In this work, we theoretically study the impact of differential privacy ...
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06/22/2022
FairGrad: Fairness Aware Gradient Descent
We tackle the problem of group fairness in classification, where the obj...
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10/08/2020
Near-Optimal Comparison Based Clustering
The goal of clustering is to group similar objects into meaningful parti...
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11/02/2018
Foundations of Comparison-Based Hierarchical Clustering
We address the classical problem of hierarchical clustering, but in a fr...
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10/31/2018