Distributed Weighted Parameter Averaging for SVM Training on Big Data

Ayan Das, Sourangshu Bhattacharya

Two popular approaches for distributed training of SVMs on big data are parameter averaging and ADMM. Parameter averaging is efficient but suffers from loss of accuracy with increa…