Using More Data to Speed-up Training Time

Shai Shalev-Shwartz, Ohad Shamir, Eran Tromer

In many recent applications, data is plentiful. By now, we have a rather clear understanding of how more data can be used to improve the accuracy of learning algorithms. Recently,…