no code implementations • 27 Jun 2022 • Sambhav Solanki, Samhita Kanaparthy, Sankarshan Damle, Sujit Gujar
There is a rapid increase in the cooperative learning paradigm in online learning settings, i. e., federated learning (FL).
1 code implementation • 6 Sep 2021 • Samhita Kanaparthy, Manisha Padala, Sankarshan Damle, Ravi Kiran Sarvadevabhatla, Sujit Gujar
F3 adopts multiple heuristics to improve fairness across different demographic groups without requiring data homogeneity assumption.