Retreat Duderstadt 2024

• Date: September 23th to 27th, 2024
• Place: Jugendgästehaus Duderstadt, Adenauerring 23 37115 Duderstadt
• Program: https://indico.rz.uni-jena.de/event/120/

Paper Discussion Groups

On Tuesday and Thursday, we are working in groups, discussing publications that are related to topics of the research training group. The outcomes of the group discussions will be presented to all in a plenary session on Thursday afternoon.

1. ADDs for Representing Tensor Networks with Binary Axes

   • Jeffrey M. Dudek et al.: https://arxiv.org/abs/2008.08748
   • Xin Hong et al.: https://arxiv.org/abs/2009.02618
   • Stefan Mengel: https://arxiv.org/abs/2306.00886
   • Seiichiro Tani: https://arxiv.org/abs/1909.12658
   • Team: Olaf Beyersdorff, Tim Hoffmann, Kaspar Kasche, Agnes Schleitzer, Christoph Staudt

2. Multi-Level Intermediate Representation (MLIR)

   • Chris Lattner et al.: https://arxiv.org/abs/2002.11054
   • Renato Golin et al.: https://arxiv.org/abs/2404.15204
   • tinygrad: https://tinygrad.org/
   • Team: Max Engel, Farin Lippmann, Max Koch, Jurek Rostalsky, Paul Rump

3. Kolmogorov-Arnold Networks

   • Ziming Liu et al.: https://arxiv.org/abs/2404.19756
   • Ziming Liu et al.: https://arxiv.org/abs/2408.10205
   • Team: Jaroslav Garvadt, Michael Habeck, Andreas Kroepelin, Julian Moebius, Henrik Voigt

4. Deep Learning and Quantum Entanglement

   • Yoav Levine et al.: https://arxiv.org/abs/1704.01552
   • Maolin Wang et al.: https://arxiv.org/abs/2302.09019
   • Team: Markus Fischer, Joachim Giesen, Maurice Wenig, Philipp Schaer, Brian Zahoransky

5. Optimizing the Tensor Memory Layout of einsum Expressions

   • Alexander Breuer et al.: to be distributed
   • Team: Alex Breuer, Marlene Gruendel, Christian Komusiewicz, Niklas Merk, Luca Staus

6. Topic Models and Tensor Decompositions

   • Anima Anandkumar et al.: https://arxiv.org/abs/1210.7559
   • Ankur Moitra: https://people.csail.mit.edu/moitra/docs/bookexv2.pdf
   • Majid Janzamin et al.: https://arxiv.org/abs/2004.07984
   • Team: Benjamin Boehm, Matthias Hagen, Julian Moebius, Jan Heinrich Reimer, Luc Spachmann