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ICLR 2020 (27-30 April, Addis Ababa, ETHIOPIA)

The 2020 International Conference on Learning Representations (ICLR) will be held from Sun Apr 26th through Thu Apr 30th in Millennium Hall, Addis Ababa ETHIOPIA.

<link rel="shortcut icon" href="../../assets/ico/favicon.ico"> Call for Papers covers the Custom styles for this template This script keeps local links inside the web app rather than opening them in Safari, and has nothing to do with editing or Aloha. This style sets the minimum size of a blurb to 260 px unless there is a template context variable blurb_min_height that sets it otherwise. If blurbs aren't all about the same size, they don't flow well when the window is resized.Subject Areas:

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We consider a broad range of subject areas including feature learning, metric learning, compositional modeling, structured prediction, reinforcement learning, and issues regarding large-scale learning and non-convex optimization, as well as applications in vision, speech recognition, text understanding, games, music, computational biology, and others.

A non-exhaustive list of relevant topics:

  • unsupervised, semi-supervised, and supervised representation learning

  • representation learning for planning and reinforcement learning

  • metric learning and kernel learning

  • sparse coding and dimensionality expansion

  • hierarchical models

  • optimization for representation learning

  • learning representations of outputs or states

  • theoretical issues in deep learning

  • visualization or interpretation of learned representations

  • implementation issues, parallelization, software platforms, hardware

  • applications in vision, audio, speech, natural language processing, robotics,

  • neuroscience, computational biology, or any other field

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