How Overparameterization works part4(Machine Learning)
Local SGD in Overparameterized Linear Regression(arXiv) Author : Mike Nguyen, Charly Kirst, Nicole Mücke Abstract : We consider distributed learning using constant stepsize SGD (DSGD) over several devices, each sending a final model update to a central server. In a final step, the local estimates are aggregated. We prove in…
How Overparameterization works part4(Machine Learning) Local SGD in Overparameterized Linear Regression(arXiv) Author : Mike Nguyen, Charly Kirst, Nicole Mücke Abstract : We consider distributed learning using constant stepsize SGD (DSGD) over several devices, each sending a final model update to a central server. In a final step, the local estimates are aggregated. We prove in… deep-learning
Overparameterization work part4Machine Learning Local SGD Overparameterized Linear RegressionarXiv Author Mike Nguyen Charly Kirst Nicole Mücke Abstract consider distributed learning using constant stepsize SGD DSGD several device sending final model update central server final step local estimate aggregated prove in… deeplearning