| Workshop on Geometry and Machine Learning- Date: 13.11.2023 - 15.11.2023
- Location: Max Planck Institute for Mathematics in the Sciences, Inselstrasse 22, Leipzig (Germany)
- Organized by: Samantha Fairchild, Diaaeldin Taha, Anna Wienhard
- More information:
 See the homepage of the Workshop - Contact: Katharina Matschke
Geometry plays a crucial role in many Machine Learning problems, as it effectively captures the underlying structure and regularity of data. Additionally, Geometry provides a versatile framework for analyzing, unifying and generalizing Machine Learning methods to new settings.
GaML-23 aims to foster interaction and collaboration among researchers and practitioners working at the intersection of Geometry and Machine Learning. The Workshop will consist of invited talks, including keynotes by well-known experts and hands-on tutorials on implementing Geometric Machine Learning algorithms.
Previous GaML Workshops: 2022: https://gaml.mathi.uni-heidelberg.de/
Speakers:
Plenary Speakers- Heather Harrington
- Stefanie Jegelka
- Sebastian Pokutta
Invited Talks- Sophie Achard
- Erik Bekkers
- Kathlén Kohn
- Anastasis Kratsios
- Guido Montúfar
- Sayan Mukherjee
- Maks Ovsjanikov
- Emanuele Rodola
- Rishi Sonthalia
- Jan Stühmer
- Sascha Timme
- Angelica Torres
Funding
Limited funds are available to cover some travel and accommodation costs for early-career participants, mainly targeting postdoctoral researchers and Ph.D. students. Applicants are expected to submit a brief academic CV and a statement of purpose, Ph.D. students applying for funding must additionally provide a letter of support from advisor(s). The funding application is included in the registration form.
Deadlines
Applications for funding requests are closed now. Deadline for registration to participate in conference is October 15, 2023. |
| Conference: Positive Geometry in Particle Physics and CosmologyThis workshop explores novel mathematical structures in fundamental physics, ranging from elementary particles to the Big Bang, and revealing hidden principles beyond quantum mechanics and spacetime. We will focus on positive geometries, such as amplituhedron, and their recent applications to scattering amplitudes and cosmology. The program of the week will include lectures by Daniel Baumann (Amsterdam) and Nima Arkani-Hamed (IAS Princeton). |
| Conference: Combinatorial Algebraic Geometry from Physics- Date: 13.05.2024 - 17.05.2024
- Location: Max Planck Institute for Mathematics in the Sciences, Inselstrasse 22, Leipzig (Germany)
- Organized by: Dmitrii Pavlov, Bernd Sturmfels, Simon Telen
- More information: See the homepage of the Conference
- Contact: Mirke Olschewski
This one-week course offers an introduction to recent advances in combinatorics and algebraic geometry that were inspired by themes from particle physics, such as scattering amplitudes and Feynman integrals.
The lectures will be held by Michael Borinsky and Thomas Lam.
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