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HPML 2020 : 3rd High Performance Machine Learning Workshop
HPML 2020 : 3rd High Performance Machine Learning Workshop

HPML 2020 : 3rd High Performance Machine Learning Workshop

Melbourne, Australia
Event Date: May 11, 2020 - May 11, 2020
Submission Deadline: February 04, 2020
Notification of Acceptance: March 03, 2020
Camera Ready Version Due: March 06, 2020




About

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 researchers and professionals to take part in this workshop to discuss the challenges of Machine Learning, AI and HPC, and share their insights, use cases, tools and best practices.

Proceedings will be published in IEEE Xplore.


Call for Papers

Topics of interest include, but are not limited to:

  • Distributed and parallel Machine Learning (including deep learning) models
  • Large scale Machine Learning applications
  • Parallel 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
  • HPC infrastructure and resource management for ML
  • Parallel Causal Models
  • Cloud-based ML/AI

Important Dates

  • Submission deadline: 4th of February, 2020
  • Acceptance notifications: 3rd of March, 2020
  • Camera-ready papers: 6th of March, 2020
  • Workshop: 11th of May, 2020



Summary

HPML 2020 : 3rd High Performance Machine Learning Workshop will take place in Melbourne, Australia. It’s a 1 day event starting on May 11, 2020 (Monday) and will be winded up on May 11, 2020 (Monday).

HPML 2020 falls under the following areas: MACHINE LEARNING, ARTIFICIAL INTELLIGENCE, HPC, etc. Submissions for this Workshop can be made by Feb 04, 2020. Authors can expect the result of submission by Mar 03, 2020. Upon acceptance, authors should submit the final version of the manuscript on or before Mar 06, 2020 to the official website of the Workshop.

Please check the official event website for possible changes before you make any travelling arrangements. Generally, events are strict with their deadlines. It is advisable to check the official website for all the deadlines.

Other Details of the HPML 2020

  • Short Name: HPML 2020
  • Full Name: 3rd High Performance Machine Learning Workshop
  • Timing: 09:00 AM-06:00 PM (expected)
  • Fees: Check the official website of HPML 2020
  • Event Type: Workshop
  • Website Link: https://hpml2020.github.io/
  • Location/Address: Melbourne, Australia


Credits and Sources

[1] HPML 2020 : 3rd High Performance Machine Learning Workshop


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