Search Results for author: Samhita Kanaparthy

Found 2 papers, 1 papers with code

Differentially Private Federated Combinatorial Bandits with Constraints

no code implementations27 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).

Federated Learning Privacy Preserving

F3: Fair and Federated Face Attribute Classification with Heterogeneous Data

1 code implementation6 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.

Attribute Classification +2

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