Ivoline C. Ngong

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 6

Top Topics

Multiple Classifiers

Differential Privacy

Top Venues

Publications

Ivoline C. Ngong, Nicholas Gibson, Joseph P. Near
Olympia: A Simulation Framework for Evaluating the Concrete Scalability of Secure Aggregation Protocols. SaTML (2024)
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)