Learning-augmented Algorithms: Theory and Applications (LATA)

Call for Posters


Overview:

Posters provide a platform for discussing works in progress, new research directions, and challenges related to learning-augmented algorithms. Topics include, but are not limited to, theoretical work on the design and analysis of such algorithms with provable performance guarantees, as well as emerging applications that evaluate the real-world impact of algorithms with predictions on various systems or problems. We solicit two types of posters. First, we invite poster submissions that present new ideas, works in progress, ongoing research directions, and preliminary results. Second, we invite authors of recently published papers on topics related to algorithms with predictions to present their work as a poster. Two-page abstracts of accepted posters will be posted on the workshop’s webpage.


Important Dates and Submission Site:

Submission deadline: Extended to May 3rd, 2024, Anywhere on Earth (AoE)

Notification of poster acceptance: May 10th, 2024

Workshop: June 14th, 2024

Submission site: https://sigmetrics24-lata-posters.hotcrp.com/


Submission Requirements and Guidelines:

Submissions should consist of a 2-page abstract (not including references) using the ACM small template format. The submission should include the names and affiliations of the contributors, a title, a brief abstract, and a summary of the contributions; preliminary results may also be included. Submissions must be in PDF format. In case the poster presents results of the recently-published papers, bibliographic references to the paper (authors, title, and venue) must be included.

Review process: Submitted posters will be reviewed between May 3rd and May 10th. The review will be minimal and focus primarily on relevance to the workshop’s focus and likelihood of leading to interesting discussions at the workshop. Accepted posters will be presented during breaks.