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Ivoline C. Ngong
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 5
Top Topics
Data Privacy
Deep Learning
Weakly Supervised
Ensemble Classifier
Top Venues
CoRR
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Publications
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Ivoline C. Ngong
,
Nicholas Gibson
,
Joseph P. Near
OLYMPIA: A Simulation Framework for Evaluating the Concrete Scalability of Secure Aggregation Protocols.
CoRR
(2023)
Ivoline C. Ngong
,
Brad Stenger
,
Joseph P. Near
,
Yuanyuan Feng
Evaluating the Usability of Differential Privacy Tools with Data Practitioners.
CoRR
(2023)
Timothy Stevens
,
Ivoline C. Ngong
,
David Darais
,
Calvin Hirsch
,
David Slater
,
Joseph P. Near
Backpropagation Clipping for Deep Learning with Differential Privacy.
CoRR
(2022)
Krystal Maughan
,
Ivoline C. Ngong
,
Joseph P. Near
Prediction Sensitivity: Continual Audit of Counterfactual Fairness in Deployed Classifiers.
CoRR
(2022)
Ivoline C. Ngong
,
Krystal Maughan
,
Joseph P. Near
Towards Auditability for Fairness in Deep Learning.
CoRR
(2020)