Ivoline C. Ngong

According to our database, Ivoline C. Ngong authored at least 5 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Differentially Private Learning Needs Better Model Initialization and Self-Distillation.

Ivoline C. Ngong, Joseph P. Near, Niloofar Mireshghallah

CoRR, 2024

Evaluating the Usability of Differential Privacy Tools with Data Practitioners.

Ivoline C. Ngong, Brad Stenger, Joseph P. Near, Yuanyuan Feng

Proceedings of the Twentieth Symposium on Usable Privacy and Security, 2024

Olympia: A Simulation Framework for Evaluating the Concrete Scalability of Secure Aggregation Protocols.

Ivoline C. Ngong, Nicholas Gibson, Joseph P. Near

Proceedings of the IEEE Conference on Secure and Trustworthy Machine Learning, 2024

2022

Prediction Sensitivity: Continual Audit of Counterfactual Fairness in Deployed Classifiers.

Krystal Maughan, Ivoline C. Ngong, Joseph P. Near

CoRR, 2022

2020

Towards Auditability for Fairness in Deep Learning.

Ivoline C. Ngong, Krystal Maughan, Joseph P. Near

CoRR, 2020