A Survey on Large-scale Machine Learning

A Survey on Large-scale Machine Learning

10 August 2020

Meng Wang

Papers citing "A Survey on Large-scale Machine Learning"

10 / 10 papers shown

Title
Accelerated Distributed Optimization with Compression and Error Feedback Yuan Gao Anton Rodomanov Jeremy Rack Sebastian U. Stich 54 0 0 11 Mar 2025
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI Sizhe Xing Aolong Sun Chengxi Wang Yizhi Wang Boyu Dong ... Xi Xiao R. Penty Qixiang Cheng Nan Chi Junwen Zhang 113 0 0 04 Dec 2024
Acceleration for Deep Reinforcement Learning using Parallel and Distributed Computing: A Survey Zhihong Liu Xin Xu Peng Qiao Dongsheng Li OffRL 27 2 0 08 Nov 2024
Maintainability Challenges in ML: A Systematic Literature Review Karthik Shivashankar Antonio Martini 48 10 0 17 Aug 2024
FedMultimodal: A Benchmark For Multimodal Federated Learning Tiantian Feng Digbalay Bose Tuo Zhang Rajat Hebbar Anil Ramakrishna Rahul Gupta Mi Zhang Salman Avestimehr Shrikanth Narayanan 34 48 0 15 Jun 2023
Can ChatGPT Reproduce Human-Generated Labels? A Study of Social Computing Tasks Yiming Zhu Peixian Zhang Ehsan-ul Haq Pan Hui Gareth Tyson DeLMO ALM AI4MH 41 123 0 20 Apr 2023
Distributed Graph Neural Network Training: A Survey Yingxia Shao Hongzheng Li Xizhi Gu Hongbo Yin Yawen Li Xupeng Miao Wentao Zhang Bin Cui Lei Chen GNN AI4CE 15 56 0 01 Nov 2022
An Experimental Evaluation of Machine Learning Training on a Real Processing-in-Memory System Juan Gómez Luna Yu-Yin Guo Sylvan Brocard Julien Legriel Remy Cimadomo Geraldo F. Oliveira Gagandeep Singh O. Mutlu VLM 33 15 0 16 Jul 2022
Large-Scale Deep Learning Optimizations: A Comprehensive Survey Xiaoxin He Fuzhao Xue Xiaozhe Ren Yang You 30 14 0 01 Nov 2021
MCMC using Hamiltonian dynamics Radford M. Neal 187 3,267 0 09 Jun 2012