no code implementations • 6 Apr 2023 • Laya Rafiee Sevyeri, Ivaxi Sheth, Farhood Farahnak, Alexandre See, Samira Ebrahimi Kahou, Thomas Fevens, Mohammad Havaei
In addition, PD is augmented with a weighted MI maximization objective for label distribution shift.
1 code implementation • 27 Apr 2022 • Farshid Varno, Marzie Saghayi, Laya Rafiee Sevyeri, Sharut Gupta, Stan Matwin, Mohammad Havaei
In Federated Learning (FL), a number of clients or devices collaborate to train a model without sharing their data.
1 code implementation • 31 Dec 2021 • Laya Rafiee Sevyeri, Thomas Fevens
Identifying anomalies refers to detecting samples that do not resemble the training data distribution.