Distributed kernel ridge regression with communications

被引：0
|
作者：
Lin, Shao-Bo [1 ]
Wang, Di [1 ]
Zhou, Ding-Xuan [2 ]
机构：
[1] Center of Intelligent Decision-Making and Machine Learning School of Management, Xi’an Jiaotong University, Xi’an, China
[2] School of Data Science, Department of Mathematics, City University of Hong Kong, Kowloon, Hong Kong
来源：
Journal of Machine Learning Research | 2020年 / 21卷
关键词：
40;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [1] Distributed Kernel Ridge Regression with Communications
    Lin, Shao-Bo
    Wang, Di
    Zhou, Ding-Xuan
    JOURNAL OF MACHINE LEARNING RESEARCH, 2020, 21
  • [2] Distributed Semi-supervised Learning with Kernel Ridge Regression
    Chang, Xiangyu
    Lin, Shao-Bo
    Zhou, Ding-Xuan
    JOURNAL OF MACHINE LEARNING RESEARCH, 2017, 18
  • [3] Accurate, Fast and Scalable Kernel Ridge Regression on Parallel and Distributed Systems
    You, Yang
    Demmel, James
    Hsieh, Cho-Jui
    Vuduc, Richard
    INTERNATIONAL CONFERENCE ON SUPERCOMPUTING (ICS 2018), 2018, : 307 - 317
  • [4] Communication-avoiding kernel ridge regression on parallel and distributed systems
    You, Yang
    Huang, Jingyue
    Hsieh, Cho-Jui
    Vuduc, Richard
    Demmel, James
    CCF TRANSACTIONS ON HIGH PERFORMANCE COMPUTING, 2021, 3 (03) : 252 - 270
  • [5] Communication-avoiding kernel ridge regression on parallel and distributed systems
    Yang You
    Jingyue Huang
    Cho-Jui Hsieh
    Richard Vuduc
    James Demmel
    CCF Transactions on High Performance Computing, 2021, 3 : 252 - 270
  • [6] An identity for kernel ridge regression
    Zhdanov, Fedor
    Kalnishkan, Yuri
    THEORETICAL COMPUTER SCIENCE, 2013, 473 : 157 - 178
  • [7] Heteroscedastic kernel ridge regression
    Cawley, GC
    Talbot, NLC
    Foxall, RJ
    Dorling, SR
    Mandic, DP
    NEUROCOMPUTING, 2004, 57 : 105 - 124
  • [8] An Identity for Kernel Ridge Regression
    Zhdanov, Fedor
    Kalnishkan, Yuri
    ALGORITHMIC LEARNING THEORY, ALT 2010, 2010, 6331 : 405 - 419
  • [9] Kernel Ridge Regression Classification
    He, Jinrong
    Ding, Lixin
    Jiang, Lei
    Ma, Ling
    PROCEEDINGS OF THE 2014 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2014, : 2263 - 2267
  • [10] Conformalized Kernel Ridge Regression
    Burnaev, Evgeny
    Nazarov, Ivan
    2016 15TH IEEE INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS (ICMLA 2016), 2016, : 45 - 52
12345