EZLDA: Efficient and Scalable LDA on GPUs

EZLDA: Efficient and Scalable LDA on GPUs

17 July 2020

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Papers citing "EZLDA: Efficient and Scalable LDA on GPUs"

16 / 16 papers shown

Title
Training Distributed Deep Recurrent Neural Networks with Mixed Precision on GPU Clusters Alexey Svyatkovskiy J. Kates-Harbeck W. Tang 34 28 0 30 Nov 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 94,891 0 11 Oct 2018
Start Late or Finish Early: A Distributed Graph Processing System with Redundancy Reduction Shuang Song Xu Liu Qinzhe Wu A. Gerstlauer Tao Li L. John GNN 39 22 0 31 May 2018
CuLDA_CGS: Solving Large-scale LDA Problems on GPUs Xiaolong Xie Yun Liang Xiuhong Li Wei Tan 39 8 0 13 Mar 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 214 11,556 0 15 Feb 2018
ChainerMN: Scalable Distributed Deep Learning Framework Takuya Akiba Keisuke Fukuda Shuji Suzuki AI4CE BDL GNN 43 60 0 31 Oct 2017
A Dynamic Hash Table for the GPU Saman Ashkiani Martín Farach-Colton John Douglas Owens 48 57 0 30 Oct 2017
Syntax Aware LSTM Model for Chinese Semantic Role Labeling Feng Qian Lei Sha Baobao Chang Luochen Liu Ming Zhang 38 3 0 03 Apr 2017
SaberLDA: Sparsity-Aware Learning of Topic Models on GPUs Kaiwei Li Jianfei Chen Wenguang Chen Jun Zhu 41 21 0 08 Oct 2016
WarpLDA: a Cache Efficient O(1) Algorithm for Latent Dirichlet Allocation Jianfei Chen Kaiwei Li Jun Zhu Wenguang Chen 66 69 0 29 Oct 2015
End-to-end Learning of LDA by Mirror-Descent Back Propagation over a Deep Architecture Jianshu Chen Ji He Yelong Shen Lin Xiao Xiaodong He Jianfeng Gao Xinying Song Li Deng OOD 48 38 0 14 Aug 2015
Gunrock: A High-Performance Graph Processing Library on the GPU Yangzihao Wang Andrew A. Davidson Yuechao Pan Yuduo Wu Andy T. Riffel John Douglas Owens 68 525 0 22 Jan 2015
Deep Speech: Scaling up end-to-end speech recognition Awni Y. Hannun Carl Case Jared Casper Bryan Catanzaro G. Diamos ... R. Prenger S. Satheesh Shubho Sengupta Adam Coates A. Ng 180 2,128 0 17 Dec 2014
A Scalable Asynchronous Distributed Algorithm for Topic Modeling Hsiang-Fu Yu Cho-Jui Hsieh Hyokun Yun S.V.N. Vishwanathan Inderjit S. Dhillon 49 67 0 16 Dec 2014
LightLDA: Big Topic Models on Modest Compute Clusters Jinhui Yuan Fei Gao Qirong Ho Wei-Ming Dai Jinliang Wei Xun Zheng Eric Xing Tie-Yan Liu Wei-Ying Ma MoE AI4CE 129 177 0 04 Dec 2014
SAME but Different: Fast and High-Quality Gibbs Parameter Estimation Huasha Zhao Biye Jiang John F. Canny 35 34 0 18 Sep 2014