Dept. of Comp. Sci. and Tech., Institute for AI, BNRist Center, THBI Lab, Tsinghua-Bosch Joint ML Center, Tsinghua University
Ziteng Wang, Jianfei Chen, Jun Zhu
efficient training algorithms;stochastic gradient descent;importance sampling;variance reduction
Efficient Backpropagation with Variance Controlled Adaptive Sampling