VALID: a Validated Algorithm for Learning in Decentralized Networks with Possible Adversarial Presence

Mayank Bakshi, Sara Ghasvarianjahromi, Yauhen Yakimenka +3

We introduce the paradigm of validated decentralized learning for undirected networks with heterogeneous data and possible adversarial infiltration. We require (a) convergence to a…