Consistency in Models for Distributed Learning under Communication Constraints

Joel B. Predd, Sanjeev R. Kulkarni, H. Vincent Poor

Motivated by sensor networks and other distributed settings, several models for distributed learning are presented. The models differ from classical works in statistical pattern re…