Distributed Kernel Regression: An Algorithm for Training Collaboratively

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

This paper addresses the problem of distributed learning under communication constraints, motivated by distributed signal processing in wireless sensor networks and data mining wit…