Saurav Prakash
Saurav Prakash
Home
Projects
Publications
Patents
Talks
Awards
Contact
CV
Light
Dark
Automatic
3
Basil: A Fast and Byzantine-Resilient Approach for Decentralized Training
Decentralized (i.e., serverless) learning across a large number of distributed users (e.g., mobile users) has seen a surge of recent …
Ahmed Roushdy Elkordy
,
Saurav Prakash
,
Salman Avestimehr
PDF
Cite
Byzantine-Resilient Federated Learning with Heterogeneous Data Distribution
For mitigating Byzantine behaviors in federated learning (FL), most state-of-the-art approaches, such as Bulyan, tend to leverage the …
Saurav Prakash
,
Hanieh Hashemi
,
Yongqin Wang
,
Murali Annavaram
,
Salman Avestimehr
PDF
Cite
Cite
×