SGD CONVERGES TO GLOBAL MINIMUM IN DEEP LEARNING VIA STAR-CONVEX PATH

ABSTRACT:

词:1.encountered 遇到  2.exploits 利用  3.approximately 大约  4.intrinsically 固有的
短语:1. in an intrinsically deterministic manner 以一种固有确定方式

1 INTRODUCTION

词:1. mission impossible 不可能完成的任务 2.milestones 里程碑  3.first-order  一阶  4.saddle points 鞍点 5.sharp 尖锐的


短语:1.stationary point 固定点  2.has the capability to  能够

1.1 OUR CONTRIBUTIONS

SGD CONVERGES TO GLOBAL MINIMUM IN DEEP LEARNING VIA STAR-CONVEX PATH