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NOMAD: Nonlocking, stOchastic Multi-machine algorithm for Asynchronous and Decentralized matrix completion.

Hyokun YunHsiang-Fu YuCho-Jui HsiehS. V. N. VishwanathanInderjit S. Dhillon
Published in: Proc. VLDB Endow. (2014)
Keyphrases
  • matrix completion
  • learning algorithm
  • dynamic programming
  • cost function
  • np hard
  • simulated annealing
  • lower bound
  • probabilistic model
  • worst case
  • monte carlo
  • image denoising
  • convergence rate
  • theoretical guarantees