DimmWitted: A Study of Main-Memory Statistical Analytics

28 March 2014

Papers citing "DimmWitted: A Study of Main-Memory Statistical Analytics"

17 / 17 papers shown

Title
On the Convergence of Shallow Neural Network Training with Randomly Masked Neurons Fangshuo Liao Anastasios Kyrillidis 49 16 0 05 Dec 2021
An Experimental Evaluation of Large Scale GBDT Systems Fangcheng Fu Jiawei Jiang Yingxia Shao Bin Cui 16 33 0 03 Jul 2019
CROSSBOW: Scaling Deep Learning with Small Batch Sizes on Multi-GPU Servers A. Koliousis Pijika Watcharapichat Matthias Weidlich Luo Mai Paolo Costa Peter R. Pietzuch 24 69 0 08 Jan 2019
HOGWILD!-Gibbs can be PanAccurate C. Daskalakis Nishanth Dikkala S. Jayanti 16 13 0 26 Nov 2018
Minibatch Gibbs Sampling on Large Graphical Models Christopher De Sa Vincent Chen W. Wong 26 19 0 15 Jun 2018
Analysis of DAWNBench, a Time-to-Accuracy Machine Learning Performance Benchmark Cody Coleman Daniel Kang Deepak Narayanan Luigi Nardi Tian Zhao Jian Zhang Peter Bailis K. Olukotun Christopher Ré Matei A. Zaharia 13 117 0 04 Jun 2018
Stochastic Gradient Descent on Highly-Parallel Architectures Yujing Ma Florin Rusu Martin Torres 24 6 0 24 Feb 2018
YellowFin and the Art of Momentum Tuning Jian Zhang Ioannis Mitliagkas ODL 23 108 0 12 Jun 2017
Parallel SGD: When does averaging help? Jian Zhang Christopher De Sa Ioannis Mitliagkas Christopher Ré MoMe FedML 54 109 0 23 Jun 2016
Fast Zero-Shot Image Tagging Yang Zhang Boqing Gong M. Shah VLM 3DV 22 108 0 31 May 2016
Level Up Your Strategy: Towards a Descriptive Framework for Meaningful Enterprise Gamification Xinghao Pan 29 97 0 29 May 2016
Ensuring Rapid Mixing and Low Bias for Asynchronous Gibbs Sampling Christopher De Sa K. Olukotun Christopher Ré 16 51 0 24 Feb 2016
Speeding Up Distributed Machine Learning Using Codes Kangwook Lee Maximilian Lam Ramtin Pedarsani Dimitris Papailiopoulos Kannan Ramchandran 45 853 0 08 Dec 2015
Building a Large-scale Multimodal Knowledge Base System for Answering Visual Queries Yuke Zhu Ce Zhang Christopher Ré Li Fei-Fei 27 35 0 20 Jul 2015
Caffe con Troll: Shallow Ideas to Speed Up Deep Learning Stefan Hadjis Firas Abuzaid Ce Zhang Christopher Ré BDL 18 71 0 16 Apr 2015
TuPAQ: An Efficient Planner for Large-scale Predictive Analytic Queries Evan R. Sparks Ameet Talwalkar Michael Franklin Michael I. Jordan Tim Kraska 28 25 0 31 Jan 2015
Feature Engineering for Knowledge Base Construction Christopher Ré Amir Sadeghian Zifei Shan Jaeho Shin Feiran Wang Sen Wu Ce Zhang 31 57 0 24 Jul 2014