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Call for Papers: High Performance Machine Learning Workshop – HPML 2018

The HPML 2018 High Performance Machine Learning Workshop has issued its Call for Papers. The event takes place September 24 in Lyon, France.

This workshop is intended to bring together the Machine Learning (ML), Artificial Intelligence (AI) and High Performance Computing (HPC) communities. In recent years, much progress has been made in Machine Learning and Artificial Intelligence in general. This progress required heavy use of high performance computers and accelerators. Moreover, ML and AI have become a “killer application” for HPC and, consequently, driven much research in this area. These facts point to an important cross-fertilization that this workshop intends to nourish. We invite authors to submit original work to HPML. Proceedings will be published in IEEE Xplore. Furthermore, a number of selected papers will be invited to a special issue of the Journal of Parallel and Distributed Computing (Elsevier – JPDC).

Topics of interest include, but are not limited to:

  • Machine learning (including deep learning) models
  • Large scale machine learning applications
  • Statistical models
  • Large scale data analytics
  • Machine learning applied to HPC
  • Accelerated Machine Learning
  • HPC applied to Machine Learning
  • Benchmarking, performance measurements, and analysis of ML models
  • Hardware acceleration for ML and AI
  • Parallel ML and AI models
  • HPC infrastructure and resource management for ML

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