1. Home
2. Premium
3. IEEE ICASSP 2020 Virtual Conference May 2020
4. On Distributed Stochastic Gradient Descent For Nonconvex Functions In The Presence Of Byzantines

On Distributed Stochastic Gradient Descent For Nonconvex Functions In The Presence Of Byzantines

Collection:

IEEE ICASSP 2020 Virtual Conference May 2020

We consider the distributed stochastic optimization problem of minimizing a nonconvex function $f$ in an adversarial setting. All the $w$ worker nodes in the network are expected to send their stochastic gradient vectors to the fusion center (or server).

• IEEE MemberUS $11.00
• Society MemberUS $0.00
• IEEE Student MemberUS $11.00
• Non-IEEE MemberUS $15.00

Purchase

Videos in this product

On Distributed Stochastic Gradient Descent For Nonconvex Functions In The Presence Of Byzantines

00:13:49

0 views

We consider the distributed stochastic optimization problem of minimizing a nonconvex function $f$ in an adversarial setting. All the $w$ worker nodes in the network are expected to send their stochastic gradient vectors to the fusion center (or server).