Ashneet Khandpur Singh

According to our database, Ashneet Khandpur Singh authored at least 5 papers between 2020 and 2023.

Collaborative distances:

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

2023

Fair detection of poisoning attacks in federated learning on non-i.i.d. data.

Ashneet Khandpur Singh, Alberto Blanco-Justicia, Josep Domingo-Ferrer

Data Min. Knowl. Discov., September, 2023

Fairness and Robustness in Machine Learning

Ashneet Khandpur Singh

PhD thesis, 2023

2022

Measuring Fairness in Machine Learning Models via Counterfactual Examples.

Rami Haffar, Ashneet Khandpur Singh, Josep Domingo-Ferrer, Najeeb Jebreel

Proceedings of the Modeling Decisions for Artificial Intelligence, 2022

2020

Detecting Bad Answers in Survey Data Through Unsupervised Machine Learning.

Najeeb Moharram Jebreel, Rami Haffar, Ashneet Khandpur Singh, David Sánchez, Josep Domingo-Ferrer, Alberto Blanco-Justicia

Proceedings of the Privacy in Statistical Databases, 2020

Fair Detection of Poisoning Attacks in Federated Learning.

Ashneet Khandpur Singh, Alberto Blanco-Justicia, Josep Domingo-Ferrer, David Sánchez, David Rebollo-Monedero

Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020