Example Weighting, Importance Sampling?

08 Mar 2020 in Blogs

1. Importance sampling

Importance sampling–Gradient?

• Not All Samples Are Created Equal: Deep Learning with Importance Sampling-Angelos Katharopoulos et al

• Stochastic Optimization with Importance Sampling for Regularized Loss Minimization-Peilin Zhao, Tong Zhang

• Stochastic Optimization with Importance Sampling-Peilin Zhao et al

• Importance Sampling for Minibatches-Dominik Csiba et al

• Safe Adaptive Importance Sampling-Sebastian U. Stich et al