SPIDER: Near-Optimal Non-Convex Optimization via Stochastic Path
Integrated Differential EstimatorNeural Information Processing Systems (NeurIPS), 2018 |
Quasi-Monte Carlo Variational InferenceInternational Conference on Machine Learning (ICML), 2018 |
Random Shuffling Beats SGD after Finite EpochsInternational Conference on Machine Learning (ICML), 2018 |
Efficient FPGA Implementation of Conjugate Gradient Methods for
Laplacian System using HLSSymposium on Field Programmable Gate Arrays (FPGA), 2018 |