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Amazon SageMaker Autopilot: a white box AutoML solution at scale.

Piali DasNikita IvkinTanya BansalLaurence RouesnelPhilip GautierZohar S. KarninLeo DiracLakshmi RamakrishnanAndre PerunicicIaroslav ShcherbatyiWilton WuAida ZolicHuibin ShenAmr AhmedFela WinkelmolenMiroslav MiladinovicCédric ArchambeauAlex TangBhaskar DuttPatricia GraoKumar Venkateswar
Published in: DEEM@SIGMOD (2020)
Keyphrases
  • white box
  • black box
  • linear equations
  • neural network
  • data mining
  • optimal solution
  • data sets
  • real world
  • image processing
  • decision trees
  • multi agent
  • scheduling problem
  • small scale
  • exact solution