Lsh-sampling Breaks the Computation Chicken-and-egg Loop in Adaptive
Stochastic Gradient Estimation

Lsh-sampling Breaks the Computation Chicken-and-egg Loop in Adaptive Stochastic Gradient Estimation

30 October 2019

Anshumali Shrivastava

ArXiv (abs)PDF HTML

Papers citing "Lsh-sampling Breaks the Computation Chicken-and-egg Loop in Adaptive Stochastic Gradient Estimation"

6 / 6 papers shown

Title
Sublinear Least-Squares Value Iteration via Locality Sensitive Hashing Anshumali Shrivastava Zhao Song Zhaozhuo Xu 64 22 0 18 May 2021
One Backward from Ten Forward, Subsampling for Large-Scale Deep Learning Chaosheng Dong Xiaojie Jin Weihao Gao Yijia Wang Hongyi Zhang Xiang Wu Jianchao Yang Xiaobing Liu 75 5 0 27 Apr 2021
Climbing the WOL: Training for Cheaper Inference Zichang Liu Zhaozhuo Xu A. Ji Jonathan Li Beidi Chen Anshumali Shrivastava TPM 95 7 0 02 Jul 2020
SLIDE : In Defense of Smart Algorithms over Hardware Acceleration for Large-Scale Deep Learning Systems Beidi Chen Tharun Medini James Farwell Sameh Gobriel Charlie Tai Anshumali Shrivastava 92 105 0 07 Mar 2019
Scaling-up Split-Merge MCMC with Locality Sensitive Sampling (LSS) Chen Luo Anshumali Shrivastava 48 12 0 21 Feb 2018
FLASH: Randomized Algorithms Accelerated over CPU-GPU for Ultra-High Dimensional Similarity Search Yiqiu Wang Anshumali Shrivastava Jonathan Wang Junghee Ryu FedML 45 28 0 04 Sep 2017