Alycia N. Carey

Orcid: 0000-0002-3587-4088

According to our database1, Alycia N. Carey authored at least 10 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
DP-TabICL: In-Context Learning with Differentially Private Tabular Data.
CoRR, 2024

Robust Influence-Based Training Methods for Noisy Brain MRI.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024

Evaluating the Impact of Local Differential Privacy on Utility Loss via Influence Functions.
Proceedings of the International Joint Conference on Neural Networks, 2024

2023
The statistical fairness field guide: perspectives from social and formal sciences.
AI Ethics, February, 2023

HINT: Healthy Influential-Noise based Training to Defend against Data Poisoning Attacks.
Proceedings of the IEEE International Conference on Data Mining, 2023

Randomized Response Has No Disparate Impact on Model Accuracy.
Proceedings of the IEEE International Conference on Big Data, 2023

2022
The Causal Fairness Field Guide: Perspectives From Social and Formal Sciences.
Frontiers Big Data, 2022

The Fairness Field Guide: Perspectives from Social and Formal Sciences.
CoRR, 2022

Robust Personalized Federated Learning under Demographic Fairness Heterogeneity.
Proceedings of the IEEE International Conference on Big Data, 2022

2020
A Cancelable Multi-Modal Biometric Based Encryption Scheme for Medical Images.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020


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