SysML Conference

February 15 & 16, 2018
Stanford, CA

SysML is a new 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 inaugural SysML conference will be held on Feb 15th and 16th, 2018, in Stanford, California. The first day will be a closed-door event among the SysML Program Committee to discuss the future of the conference. The second day will be a public event with invited and contributed talks and poster presentations.

Schedule



Closed-Door Workshop: Thursday, February 15

9am - 5pm,
followed by dinner

Program committee only


Main Conference: Friday, February 16

9am - 5pm,
followed by dinner

Confirmed speakers:
Bill Dally
Jeff Dean
Lise Getoor
Michael I. Jordan
Dawn Song

Registration coming soon!

Location

Paul Brest Hall · Stanford University

Submission


Authors are encouraged to submit ongoing or recent research at the intersection of systems and machine learning. The SysML Program Committee will consider all submitted papers and will decide which papers are to be presented at the conference as oral or poster presentations.

We are interested in areas including, but not limited to, the following topics:

  • Distributed and parallel learning algorithms
  • Hardware-efficient model architectures
  • Efficient model inference / model serving
  • Visualization of data, models, and predictions
  • Fairness and interpretability for ML applications
  • Privacy and security for ML applications
  • Customized hardware
  • ETL, data preparation, feature selection, feature extraction
  • Testing, debugging, and monitoring of ML applications
  • ML system interfaces
  • ML programming models and abstractions

Note: This year, accepted submissions will be considered non-archival and can be submitted elsewhere without modification. After the inaugural conference, SysML will transition to a full conference with long-form paper submissions and proceedings, to run in early 2019.

Submit papers via CMT: https://cmt3.research.microsoft.com/SYSML2018

Submission format: Submitted abstracts should be up to 2 pages long (not including references). Submissions are not blind: author names and affiliations should appear on the first page. Papers should be formatted using the 2017 ACM Master Article Template. For LaTeX users, choose `format=sigconf`. This is the typical, two-column proceedings-style template. Authors do not need to include terms, keywords, or other front matter in their submissions.

Submission deadline: January 5th, 2018 at midnight PDT.

Notification of acceptance: January 12th, 2018.

Contact

We're looking for sponsors!

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

info@sysml.cc

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