8th Workshop on Geometry and Machine Learning
June 12 or 14, 2024 | Athens, Greece

Organized by Alexander Munteanu and Jeff M. Phillips.
Machine learning (broadly defined) concerns techniques that can learn from and make predictions on data. Such algorithms are built to explore the useful pattern of the input data, which usually can be stated in terms of geometry (e.g., problems in high dimensional feature space). Hence computational geometry plays a crucial and natural role in machine learning. Importantly, geometric algorithms often come with quality guaranteed solutions when dealing with high-dimensional data. The computational geometry community has many researchers with the unique knowledge on high dimensional geometry, which could be utilized to have a great impact on machine learning or any data related fields.

This workshop is intended to provide a forum for those working in the fields of computational geometry, machine learning and the various theoretical and algorithmic challenges to promote their interaction and blending. To this end, the workshop will consist of an invited talk and several contributed talks. The invited talk will mainly serve as a tutorial about the applications of geometric algorithms in machine learning. Such interaction will stimulate those working in both fields, and we can expect that a synergy can promote many new interesting geometric problems, concepts and ideas, which will contribute to open up new vistas in computational geometry communities.

This workshop is being held as part of CG Week 2024 (June 10-14, 2024 in Athens, Greece) which also includes the International Symposium on Computational Geometry (SoCG).


Contributed Talks: Potential participants could submit a contributed talk to be considered for a presentation, via an email to WoGeomML@gmail.com with an abstract (e.g., 2 pages) or preferably link to permanent, publically available version (e.g., at arXiv.org). The email should contain a title, list of authors, and should identify the name of the person presenting.
We will receive submissions for contributed talks until April 26, 2024.



Tentative schedule:
Contributed Talks
14:40-15:00 - (-) Title
with ...
15:00-15:20 - (-) Title
with ...
15:20-15:40 - (-) Title
with ...

Coffee Break
Invited Talk
17:20 - 18:10 - (-) -
Contributed Talks
18:10-18:30 - (-) Title
with ...
18:30-18:50 - (-) Title
with ...
18:50-19:10 - (-) Title
with ...

Generous support provided by NSF CCF-2115677 and PROFILNRW-2020-068.
The previous versions of this workshop were:
  • Workshop on Geometry and Machine Learning
  • 2nd Workshop on Geometry and Machine Learning
  • 3rd Workshop on Geometry and Machine Learning
  • 4th Workshop on Geometry and Machine Learning
  • 5th Workshop on Geometry and Machine Learning
  • 6th Workshop on Geometry and Machine Learning
  • 7th Workshop on Geometry and Machine Learning