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Atula Neerkaje

3 accepted papers

2024

The Impact of Differential Privacy on Group Disparity Mitigation

NAACL 2024findings

The performance cost of differential privacy has, for some applications, been shown to be higher for minority groups; fairness, conversely, has been shown to disproportionally compromise the privacy of members of such groups. Most work in this area has been restricted to computer vision and risk ass…

2022

Tweet Based Reach Aware Temporal Attention Network for NFT Valuation

EMNLP 2022finding

Non-Fungible Tokens (NFTs) are a relatively unexplored class of assets. Designing strategies to forecast NFT trends is an intricate task due to its extremely volatile nature. The market is largely driven by public sentiment and “hype”, which in turn has a high correlation with conversations taking p…

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