SysML Conference

March 31 - April 2, 2019
Stanford, CA


SysML is a conference targeting research at the intersection of systems and machine learning. The conference aims to elicit new connections amongst these fields, including identifying best practices and design principles for learning systems, as well as developing novel learning methods and theory tailored to practical machine learning workflows.

The SysML conference will be held on March 31st, April 1st, and April 2nd, 2019 in Stanford, California. Submission information can be found below; please check the website in the following weeks for additional details on the conference schedule and logistics.

Please note our Conference Code of Conduct.

Location

Stanford University

Submission


Authors are encouraged to submit previously unpublished research at the intersection of computer systems and machine learning. The SysML Program Committee will select papers based on a combination of novelty, quality, interest, and impact.

Topics of interest include, but are not limited to:

  • Efficient model training, inference, and serving
  • Distributed and parallel learning algorithms
  • Privacy and security for ML applications
  • Testing, debugging, and monitoring of ML applications
  • Fairness and interpretability for ML applications
  • Data preparation, feature selection, and feature extraction
  • ML programming models and abstractions
  • Programming languages for machine learning
  • Visualization of data, models, and predictions
  • Customized hardware for machine learning
  • Hardware-efficient ML methods

Submission policy: SysML submissions will be double blind, though we will not forbid authors from posting their paper on arXiv or any other public forum.

Submission format: Submitted papers will be in a 2-column format and can be up to 10 pages long, not including references. Additional details, including the paper template, will be posted shortly.

Submission deadline: September 28th, 2018 at 4:59pm PDT.

Notification of acceptance: January 4th, 2019.

Contact

Please use the following email to inquire about conference information and sponsorship opportunities:

info@sysml.cc

Conference Code of Conduct

All attendees, speakers, sponsors and volunteers at our conference are required to agree with the following code of conduct. Organisers will enforce this code throughout the event. We expect cooperation from all participants to help ensure a safe environment for everybody.

Our conference is dedicated to providing a harassment-free conference experience for everyone, regardless of gender, gender identity and expression, age, sexual orientation, disability, physical appearance, body size, race, ethnicity, religion (or lack thereof), or technology choices. We do not tolerate harassment of conference participants in any form. Sexual language and imagery is not appropriate for any conference venue, including talks, workshops, parties, Twitter and other online media. Conference participants violating these rules may be sanctioned or expelled from the conference without a refund at the discretion of the conference organizers.

For more information, visit: http://confcodeofconduct.com/

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