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Arjun Roy

Synthetic Tabular Data Generation for Class Imbalance and Fairness: A Comparative Study

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Sep 08, 2024
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DCT-CryptoNets: Scaling Private Inference in the Frequency Domain

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Aug 27, 2024
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Adversarial Robustness of VAEs across Intersectional Subgroups

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Jul 04, 2024
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FairBranch: Fairness Conflict Correction on Task-group Branches for Fair Multi-Task Learning

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Oct 20, 2023
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Multi-dimensional discrimination in Law and Machine Learning -- A comparative overview

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Feb 12, 2023
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Learning to Teach Fairness-aware Deep Multi-task Learning

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Jun 16, 2022
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Parity-based Cumulative Fairness-aware Boosting

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Jan 04, 2022
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A survey on datasets for fairness-aware machine learning

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Oct 01, 2021
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Multi-Fair Pareto Boosting

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May 04, 2021
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Fair-Capacitated Clustering

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Apr 28, 2021
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