Alycia N. Carey

17 papers A* 1B 4Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Achieving Distributive Justice in Federated Learning via Uncertainty Quantification.
CoRR
Alycia N. Carey, Xintao Wu
2025 — conf
Achieving Flexible Local Differential Privacy in Federated Learning via Influence Functions.
ECML/PKDD (5)
Alycia N. Carey, Xintao Wu
2025 J jnl
Influence-based approaches for tumor classification in noisy brain MRI with deep learning and vision-language models.
Int. J. Data Sci. Anal.
Minh-Hao Van, Alycia N. Carey, Xintao Wu
2024 B conf
DP-TabICL: In-Context Learning with Differentially Private Tabular Data.
IEEE Big Data
Alycia N. Carey, Karuna Bhaila, Kennedy Edemacu, Xintao Wu
2024 J jnl
DP-TabICL: In-Context Learning with Differentially Private Tabular Data.
CoRR
Alycia N. Carey, Karuna Bhaila, Kennedy Edemacu, Xintao Wu
2024 B conf
Evaluating the Impact of Local Differential Privacy on Utility Loss via Influence Functions.
IJCNN
Alycia N. Carey, Minh-Hao Van, Xintao Wu
2024 — conf
Robust Influence-Based Training Methods for Noisy Brain MRI.
PKDD (4)
Minh-Hao Van, Alycia N. Carey, Xintao Wu
2024 J jnl
Robust Influence-based Training Methods for Noisy Brain MRI.
CoRR
Minh-Hao Van, Alycia N. Carey, Xintao Wu
2023 J jnl
Evaluating the Impact of Local Differential Privacy on Utility Loss via Influence Functions.
CoRR
Alycia N. Carey, Minh-Hao Van, Xintao Wu
2023 A* conf
HINT: Healthy Influential-Noise based Training to Defend against Data Poisoning Attacks.
ICDM
Minh-Hao Van, Alycia N. Carey, Xintao Wu
2023 J jnl
HINT: Healthy Influential-Noise based Training to Defend against Data Poisoning Attacks.
CoRR
Minh-Hao Van, Alycia N. Carey, Xintao Wu
2023 B conf
Randomized Response Has No Disparate Impact on Model Accuracy.
IEEE Big Data
Alycia N. Carey, Karuna Bhaila, Xintao Wu
2023 J jnl
The statistical fairness field guide: perspectives from social and formal sciences.
AI Ethics
Alycia N. Carey, Xintao Wu
2022 B conf
Robust Personalized Federated Learning under Demographic Fairness Heterogeneity.
IEEE Big Data
Alycia N. Carey, Wei Du, Xintao Wu
2022 J jnl
The Causal Fairness Field Guide: Perspectives From Social and Formal Sciences.
Frontiers Big Data
Alycia N. Carey, Xintao Wu
2022 J jnl
The Fairness Field Guide: Perspectives from Social and Formal Sciences.
CoRR
Alycia N. Carey, Xintao Wu
2020 — conf
A Cancelable Multi-Modal Biometric Based Encryption Scheme for Medical Images.
IEEE BigData
Alycia N. Carey, Justin Zhan